- install.packages("ggplot2")
- install.packages("gridExtra")
- library(ggplot2)
- library(gridExtra)
- library(dplyr)
7/10/2019
getting started
ggplot language
- your data are mapped to various aesthesics in a plot such as color, size, or position
- geometric objects are what we see in the plot: the points/lines, scales, bars
- think of plots as: data + stat transformation + geometric objects + scaling + labels
histogram example
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
spaghetti example
dotplot example
things needed for a plot
- a default dataset and set of mappings from variables to aesthetics,
- one or more layers, with each layer having one geometric object, one statistical transformation,
- one position adjustment, and optionally, one dataset and set of aesthetic mappings,
- one scale for each aesthetic mapping used,
- a coordinate system,
- the facet specification
lets start with the data component
## [1] "Subject" "Wt" "Dose" "Time" "conc"
- df <- data.frame(Theoph)
- ggplot(df,aes(Time,conc))
adding on a geometric object
- ggplot(df,aes(Time,conc)) + geom_point()
aesthetics with geom_point
- alpha(transparency), shape, color, size
- ggplot(df,aes(Time,conc)) + geom_point(alpha=0.2,size=5, color="blue")
or you could map to a variable
- ggplot(df,aes(Time,conc)) + geom_point(alpha=0.5, size=1, aes(color=Subject))
- ggplot(df,aes(Time,conc)) + geom_point(alpha=0.7, size=3, aes(color=Wt))
setting vs mapping
- setting it is what we did first: geom_point(color="blue")
- vs geom_point(aes(color=Subject))
- aes maps something to a variable in your dataset
can map in ggplot object too
ggplot(df,aes(Time,conc,color=Subject)) + geom_point() + geom_line() 
grouping
The “group” argument allows you to map a group of factors ggplot(df,aes(Time,conc,group=Subject)) + geom_point(aes(size=Wt)) + geom_line(aes(color=Subject)) 
other good-to-knows
- geom_bar: stat, linetype, fill (bar inside), color (bar outline), alpha, position = "fill/dodge"
- geom_line: stat, linetype, color, alpha
- geom_polygon: adds polygon, good for mapping
- geom_text: adds labels to specific points
- geom_smooth: adds a smoothed conditional means. default is loess if <1000 observations, gam otherwise
- geom_tile: draws rectangles, good for heat maps
logarithmic scaling
ggplot(df,aes(Time,conc,group=Subject)) + geom_point() + geom_line() + scale_y_log10() 
faceting
adding facet_grid(.~Subject) if you want it separated by columns adding facet_grid(Subject~.) if you want it separated by rows 
facet wrap
adding facet_wrap(~Subject,ncol/nrow=x) likely better for larger n's 
adding a second facet layer
df2 <- df %>%
mutate(Category = if_else(Wt <= 65,
"Less than or equal to 65 kg",
"Greater than 65 kg"))
ggplot(df2,aes(Time,conc))+geom_line()+facet_grid(Category~Subject)
geom_smooth()
by default will give you a non-parametric, Loess curve including standard error 
other geom_smooth options
Use span to control the "wiggliness" of the default loess smoother. The span is the fraction of points used to fit each local regression: small numbers make a wigglier curve, larger numbers make a smoother curve. 
other geom_smooth options, part 2
you can also use method="lm" for a linear regression (option to use a formula) OR employ a binomial function by using method="glm",method.args=list(family="binomial") 
trendplot with standard deviations
using geom_ribbon() and geom_errorbar() to give you standard deviations 
multiple trendlines
scale_y_continuous(name= "Primary Y", sec.axis = sec_axis(trans=~. XXX, name="Secondary Y"))
ggplot(df3, aes(Time,conc))+ geom_smooth(aes(colour="Central"),method="loess",se=FALSE)+ geom_smooth(aes(Time,y=(conc/10),colour="Gut"),method="loess",se=FALSE)+ scale_y_continuous(name="Central Concentration",sec.axis = sec_axis(trans = ~.*1, name = "Gut Concentration"))
formatting
cars <- data.frame(mtcars)
ggplot(cars, aes(mpg, wt))+
geom_point()+
labs(title="Weight vs MPG",
subtitle="Correlation plot",
x="Miles per gallon",
y="Weight")
more formatting tricks
formatting your text
using theme(), you can format your text in your entire figure 
special themes
exporting your plots
use tiff(), bmp(), jpeg(), and png()
jpeg("test.jpg", width = 9, height = 8, units = 'in', res = 300)
zz
dev.off()
Xpose4
#install.packages("xpose4")
library(xpose4)
## Loading required package: lattice
#library(gridExtra)
building a database
- If your run number is 001, all your NONMEM output files will end in 001.
- xpose.data(runno='001')
- we're going to use the built-in database "simpraz.xpdb"
xpdb <- simpraz.xpdb print(xpdb)
## An object of class "xpose.data" ## Slot "Data": ## ID TIME IPRED IWRES CWRES CL V KA ## 1 1 0 0.0000e+00 0.00000000 0.0000000 13.5790 93.640 1.22490 ## 2 1 1 6.9193e+01 0.03681300 -0.0646440 13.5790 93.640 1.22490 ## 3 1 2 8.0181e+01 -0.09442400 -0.9411300 13.5790 93.640 1.22490 ## 4 1 3 7.5330e+01 0.16833000 1.1911000 13.5790 93.640 1.22490 ## 5 1 4 6.6916e+01 -0.20602000 -1.5154000 13.5790 93.640 1.22490 ## 6 1 5 5.8398e+01 -0.02685300 -0.0596340 13.5790 93.640 1.22490 ## 7 1 6 5.0666e+01 0.02513800 0.4099300 13.5790 93.640 1.22490 ## 8 1 7 4.3871e+01 0.20557000 1.8304000 13.5790 93.640 1.22490 ## 9 1 9 3.2841e+01 -0.17939000 -1.0219000 13.5790 93.640 1.22490 ## 10 1 11 2.4575e+01 0.06492000 0.8373000 13.5790 93.640 1.22490 ## 11 2 0 0.0000e+00 0.00000000 0.0000000 8.7284 92.501 3.01420 ## 12 2 1 9.6073e+01 0.13195000 0.8119500 8.7284 92.501 3.01420 ## 13 2 2 9.2138e+01 0.04842400 -0.0866630 8.7284 92.501 3.01420 ## 14 2 3 8.4073e+01 -0.03655400 -0.5405500 8.7284 92.501 3.01420 ## 15 2 4 7.6514e+01 0.00726360 0.0058889 8.7284 92.501 3.01420 ## 16 2 5 6.9625e+01 -0.07260500 -0.4024500 8.7284 92.501 3.01420 ## 17 2 6 6.3356e+01 -0.20749000 -1.2486000 8.7284 92.501 3.01420 ## 18 2 7 5.7651e+01 0.12019000 1.3843000 8.7284 92.501 3.01420 ## 19 2 8 5.2460e+01 -0.03659500 0.3323700 8.7284 92.501 3.01420 ## 20 2 10 4.3438e+01 -0.04322700 0.4971900 8.7284 92.501 3.01420 ## 21 2 12 3.5967e+01 0.18052000 2.3422000 8.7284 92.501 3.01420 ## 22 3 0 0.0000e+00 0.00000000 0.0000000 11.0240 93.942 2.23050 ## 23 3 1 8.7842e+00 0.06440900 0.3927500 11.0240 93.942 2.23050 ## 24 3 2 8.7557e+00 -0.01093200 -0.4033600 11.0240 93.942 2.23050 ## 25 3 3 7.8877e+00 0.03705600 0.0613170 11.0240 93.942 2.23050 ## 26 3 4 7.0253e+00 -0.11889000 -0.9633300 11.0240 93.942 2.23050 ## 27 3 5 6.2486e+00 0.13306000 1.0866000 11.0240 93.942 2.23050 ## 28 3 6 5.5568e+00 -0.15779000 -0.9918700 11.0240 93.942 2.23050 ## 29 3 7 4.9416e+00 0.07253700 0.8514900 11.0240 93.942 2.23050 ## 30 3 8 4.3944e+00 -0.04423900 0.0490370 11.0240 93.942 2.23050 ## 31 3 10 3.4751e+00 0.12801000 1.4633000 11.0240 93.942 2.23050 ## 32 3 12 2.7482e+00 0.00066343 0.5552500 11.0240 93.942 2.23050 ## 33 4 0 0.0000e+00 0.00000000 0.0000000 19.6070 49.991 1.67760 ## 34 4 1 6.3799e+01 -0.01017500 0.4475200 19.6070 49.991 1.67760 ## 35 4 2 5.5019e+01 0.13433000 1.2202000 19.6070 49.991 1.67760 ## 36 4 3 3.9396e+01 0.04198600 0.2016600 19.6070 49.991 1.67760 ## 37 4 4 2.7031e+01 -0.10065000 -1.0776000 19.6070 49.991 1.67760 ## 38 4 5 1.8339e+01 -0.00920360 -0.4784300 19.6070 49.991 1.67760 ## 39 4 6 1.2404e+01 0.06662200 0.0711510 19.6070 49.991 1.67760 ## 40 4 7 8.3822e+00 0.01166300 -0.3334000 19.6070 49.991 1.67760 ## 41 4 9 3.8260e+00 0.02455700 -0.1799200 19.6070 49.991 1.67760 ## 42 4 11 1.7462e+00 0.00790240 -0.2506900 19.6070 49.991 1.67760 ## 43 5 0 0.0000e+00 0.00000000 0.0000000 12.4700 84.706 2.43710 ## 44 5 1 1.9492e+01 0.10248000 0.9678200 12.4700 84.706 2.43710 ## 45 5 2 1.8528e+01 -0.19743000 -1.5134000 12.4700 84.706 2.43710 ## 46 5 3 1.6141e+01 -0.06013000 -0.4224300 12.4700 84.706 2.43710 ## 47 5 4 1.3944e+01 -0.01893700 -0.0316990 12.4700 84.706 2.43710 ## 48 5 5 1.2036e+01 0.23210000 1.9295000 12.4700 84.706 2.43710 ## 49 5 6 1.0389e+01 -0.05090000 -0.1700800 12.4700 84.706 2.43710 ## 50 5 7 8.9667e+00 -0.02416300 0.0563140 12.4700 84.706 2.43710 ## 51 5 9 6.6798e+00 0.16321000 1.4828000 12.4700 84.706 2.43710 ## 52 5 11 4.9761e+00 -0.12382000 -0.7134000 12.4700 84.706 2.43710 ## 53 6 0 0.0000e+00 0.00000000 0.0000000 14.3950 73.084 0.86832 ## 54 6 1 7.1066e+01 0.04875000 0.2570900 14.3950 73.084 0.86832 ## 55 6 2 8.8184e+01 -0.28535000 -2.1306000 14.3950 73.084 0.86832 ## 56 6 3 8.4934e+01 0.18280000 1.5438000 14.3950 73.084 0.86832 ## 57 6 4 7.5002e+01 0.13224000 1.2209000 14.3950 73.084 0.86832 ## 58 6 5 6.3797e+01 -0.07503500 -0.3469000 14.3950 73.084 0.86832 ## 59 6 6 5.3316e+01 0.01038200 0.2649900 14.3950 73.084 0.86832 ## 60 6 7 4.4173e+01 0.02212200 0.3031300 14.3950 73.084 0.86832 ## 61 6 8 3.6439e+01 -0.07021700 -0.4513400 14.3950 73.084 0.86832 ## 62 6 10 2.4659e+01 0.06532200 0.4657100 14.3950 73.084 0.86832 ## 63 7 0 0.0000e+00 0.00000000 0.0000000 14.0930 46.925 2.98340 ## 64 7 1 1.6349e+02 0.13020000 1.8578000 14.0930 46.925 2.98340 ## 65 7 2 1.2936e+02 0.10339000 0.9682000 14.0930 46.925 2.98340 ## 66 7 3 9.6217e+01 -0.10431000 -0.7247200 14.0930 46.925 2.98340 ## 67 7 4 7.1277e+01 -0.07894400 -0.5392700 14.0930 46.925 2.98340 ## 68 7 5 5.2787e+01 0.04324800 0.4085000 14.0930 46.925 2.98340 ## 69 7 6 3.9093e+01 -0.02923600 -0.1127600 14.0930 46.925 2.98340 ## 70 7 8 2.1441e+01 0.08438900 0.7694000 14.0930 46.925 2.98340 ## 71 8 0 0.0000e+00 0.00000000 0.0000000 42.1500 105.580 3.54630 ## 72 8 1 3.4260e+01 0.10099000 -0.1437400 42.1500 105.580 3.54630 ## 73 8 2 2.3971e+01 -0.20112000 -2.5728000 42.1500 105.580 3.54630 ## 74 8 3 1.6110e+01 -0.10550000 -1.5138000 42.1500 105.580 3.54630 ## 75 8 4 1.0808e+01 0.10012000 0.3458000 42.1500 105.580 3.54630 ## 76 8 5 7.2505e+00 -0.24419000 -2.0503000 42.1500 105.580 3.54630 ## 77 8 6 4.8640e+00 0.01356100 0.0123830 42.1500 105.580 3.54630 ## 78 8 7 3.2630e+00 0.22891000 1.6775000 42.1500 105.580 3.54630 ## 79 8 9 1.4685e+00 0.04868300 0.2684800 42.1500 105.580 3.54630 ## 80 8 11 6.6089e-01 -0.09213400 -0.8524200 42.1500 105.580 3.54630 ## 81 9 0 0.0000e+00 0.00000000 0.0000000 21.3300 57.540 1.60740 ## 82 9 1 5.5324e+01 -0.04960600 -0.0015166 21.3300 57.540 1.60740 ## 83 9 2 4.9276e+01 0.17117000 1.2600000 21.3300 57.540 1.60740 ## 84 9 3 3.6235e+01 -0.00013445 -0.3256500 21.3300 57.540 1.60740 ## 85 9 4 2.5457e+01 0.02644900 -0.2390900 21.3300 57.540 1.60740 ## 86 9 5 1.7661e+01 0.02316400 -0.2412900 21.3300 57.540 1.60740 ## 87 9 6 1.2208e+01 -0.11291000 -1.1700000 21.3300 57.540 1.60740 ## 88 9 8 5.8200e+00 -0.05669500 -0.5009300 21.3300 57.540 1.60740 ## 89 9 10 2.7731e+00 0.09986200 0.8232500 21.3300 57.540 1.60740 ## 90 10 0 0.0000e+00 0.00000000 0.0000000 44.2790 34.914 3.55980 ## 91 10 1 5.6258e+01 0.09779200 -0.4076800 44.2790 34.914 3.55980 ## 92 10 2 1.7428e+01 0.05579700 -2.5276000 44.2790 34.914 3.55980 ## 93 10 3 4.9485e+00 -0.02596300 -1.8592000 44.2790 34.914 3.55980 ## 94 10 6 1.1030e-01 -0.27472000 -0.4042000 44.2790 34.914 3.55980 ## 95 10 8 8.7302e-03 0.14545000 2.4362000 44.2790 34.914 3.55980 ## 96 12 0 0.0000e+00 0.00000000 0.0000000 18.6950 92.607 1.92540 ## 97 12 1 1.6198e+01 0.02666600 0.0415360 18.6950 92.607 1.92540 ## 98 12 2 1.5599e+01 0.05648300 0.1090400 18.6950 92.607 1.92540 ## 99 12 3 1.3092e+01 -0.15138000 -1.4208000 18.6950 92.607 1.92540 ## 100 12 4 1.0749e+01 0.11454000 0.6792500 18.6950 92.607 1.92540 ## 101 12 5 8.7913e+00 -0.12072000 -1.0203000 18.6950 92.607 1.92540 ## 102 12 6 7.1853e+00 0.12451000 0.8966700 18.6950 92.607 1.92540 ## 103 12 7 5.8720e+00 -0.02248100 -0.1728200 18.6950 92.607 1.92540 ## 104 12 9 3.9214e+00 -0.01312000 -0.0634180 18.6950 92.607 1.92540 ## 105 12 11 2.6188e+00 0.04245900 0.3511400 18.6950 92.607 1.92540 ## 106 13 0 0.0000e+00 0.00000000 0.0000000 34.6730 78.320 1.12170 ## 107 13 1 1.3355e+01 0.04678600 -0.3388700 34.6730 78.320 1.12170 ## 108 13 2 1.2928e+01 -0.06558300 -1.0392000 34.6730 78.320 1.12170 ## 109 13 3 9.7203e+00 -0.05969700 -0.9090900 34.6730 78.320 1.12170 ## 110 13 4 6.7047e+00 0.07535900 0.1448000 34.6730 78.320 1.12170 ## 111 13 5 4.4567e+00 0.06805200 0.0926130 34.6730 78.320 1.12170 ## 112 13 6 2.9115e+00 -0.14133000 -1.5011000 34.6730 78.320 1.12170 ## 113 13 7 1.8860e+00 -0.05088300 -0.8349800 34.6730 78.320 1.12170 ## 114 13 8 1.2165e+00 0.08504900 0.1676700 34.6730 78.320 1.12170 ## 115 13 10 5.0351e-01 0.23136000 1.2465000 34.6730 78.320 1.12170 ## 116 13 12 2.0789e-01 -0.23037000 -2.1245000 34.6730 78.320 1.12170 ## 117 14 0 0.0000e+00 0.00000000 0.0000000 20.2700 57.701 2.48000 ## 118 14 1 2.5038e+01 0.08035500 1.1038000 20.2700 57.701 2.48000 ## 119 14 2 1.9718e+01 -0.01916900 -0.1943000 20.2700 57.701 2.48000 ## 120 14 3 1.4053e+01 -0.01868900 -0.3506400 20.2700 57.701 2.48000 ## 121 14 4 9.9046e+00 0.01366900 -0.1361900 20.2700 57.701 2.48000 ## 122 14 5 6.9719e+00 0.07862100 0.3699900 20.2700 57.701 2.48000 ## 123 14 6 4.9067e+00 -0.22963000 -1.9322000 20.2700 57.701 2.48000 ## 124 14 7 3.4533e+00 0.00485050 -0.1257800 20.2700 57.701 2.48000 ## 125 14 8 2.4303e+00 0.27555000 1.9526000 20.2700 57.701 2.48000 ## 126 14 10 1.2037e+00 -0.16095000 -1.2921000 20.2700 57.701 2.48000 ## 127 14 12 5.9621e-01 0.00635350 0.0374170 20.2700 57.701 2.48000 ## 128 15 0 0.0000e+00 0.00000000 0.0000000 17.3920 118.440 0.90406 ## 129 15 1 9.2441e+00 -0.03938900 -0.9602000 17.3920 118.440 0.90406 ## 130 15 2 1.1725e+01 -0.05584300 -1.1138000 17.3920 118.440 0.90406 ## 131 15 3 1.1639e+01 0.22775000 1.1714000 17.3920 118.440 0.90406 ## 132 15 4 1.0663e+01 -0.16442000 -1.6265000 17.3920 118.440 0.90406 ## 133 15 5 9.4555e+00 0.04912800 0.1525200 17.3920 118.440 0.90406 ## 134 15 6 8.2647e+00 0.06476500 0.4188800 17.3920 118.440 0.90406 ## 135 15 7 7.1767e+00 -0.05388800 -0.3485000 17.3920 118.440 0.90406 ## 136 15 8 6.2131e+00 -0.07292500 -0.3804600 17.3920 118.440 0.90406 ## 137 15 10 4.6404e+00 -0.13800000 -0.7021300 17.3920 118.440 0.90406 ## 138 15 12 3.4608e+00 0.16158000 1.6700000 17.3920 118.440 0.90406 ## 139 16 0 0.0000e+00 0.00000000 0.0000000 12.6540 70.520 0.53141 ## 140 16 1 1.0618e+01 -0.07795800 -1.3419000 12.6540 70.520 0.53141 ## 141 16 2 1.5114e+01 0.05859200 -0.1268400 12.6540 70.520 0.53141 ## 142 16 3 1.6300e+01 -0.03250400 -0.5043700 12.6540 70.520 0.53141 ## 143 16 4 1.5778e+01 0.08439700 0.6561500 12.6540 70.520 0.53141 ## 144 16 5 1.4454e+01 0.14572000 1.3152000 12.6540 70.520 0.53141 ## 145 16 6 1.2824e+01 -0.10093000 -0.4396400 12.6540 70.520 0.53141 ## 146 16 7 1.1156e+01 0.10349000 1.1475000 12.6540 70.520 0.53141 ## 147 16 8 9.5804e+00 -0.06997600 -0.1771000 12.6540 70.520 0.53141 ## 148 16 10 6.9067e+00 0.02508600 0.4263100 12.6540 70.520 0.53141 ## 149 16 12 4.8984e+00 0.01257600 0.1745800 12.6540 70.520 0.53141 ## 150 17 0 0.0000e+00 0.00000000 0.0000000 10.2860 50.261 2.52330 ## 151 17 1 1.5908e+02 0.10746000 1.7128000 10.2860 50.261 2.52330 ## 152 17 2 1.4240e+02 -0.02634200 0.3253200 10.2860 50.261 2.52330 ## 153 17 3 1.1707e+02 -0.03690100 0.1315800 10.2860 50.261 2.52330 ## 154 17 4 9.5486e+01 -0.02194900 0.1821900 10.2860 50.261 2.52330 ## 155 17 5 7.7821e+01 0.11513000 1.1642000 10.2860 50.261 2.52330 ## 156 17 6 6.3419e+01 0.05347000 0.6449400 10.2860 50.261 2.52330 ## 157 17 7 5.1682e+01 -0.09736600 -0.5463300 10.2860 50.261 2.52330 ## 158 17 8 4.2117e+01 0.07865600 0.7392000 10.2860 50.261 2.52330 ## 159 17 10 2.7970e+01 0.13906000 1.1194000 10.2860 50.261 2.52330 ## 160 17 12 1.8575e+01 -0.11604000 -0.8623000 10.2860 50.261 2.52330 ## 161 18 0 0.0000e+00 0.00000000 0.0000000 12.9160 76.863 2.32250 ## 162 18 1 5.2404e+01 0.07530700 0.7263000 12.9160 76.863 2.32250 ## 163 18 2 4.9435e+01 -0.04561100 -0.4767900 12.9160 76.863 2.32250 ## 164 18 3 4.2292e+01 0.06191100 0.4013300 12.9160 76.863 2.32250 ## 165 18 4 3.5799e+01 0.17153000 1.3563000 12.9160 76.863 2.32250 ## 166 18 5 3.0267e+01 -0.04052900 -0.1307100 12.9160 76.863 2.32250 ## 167 18 6 2.5585e+01 -0.32149000 -2.1582000 12.9160 76.863 2.32250 ## 168 18 7 2.1628e+01 0.02414000 0.5351100 12.9160 76.863 2.32250 ## 169 18 8 1.8282e+01 -0.01271600 0.3156300 12.9160 76.863 2.32250 ## 170 18 10 1.3064e+01 0.04409100 0.8130900 12.9160 76.863 2.32250 ## 171 18 12 9.3351e+00 0.08837000 1.1591000 12.9160 76.863 2.32250 ## 172 19 0 0.0000e+00 0.00000000 0.0000000 10.6970 67.987 1.54970 ## 173 19 1 5.2559e+01 0.07251400 0.7654100 10.6970 67.987 1.54970 ## 174 19 2 5.6065e+01 -0.16134000 -0.9023800 10.6970 67.987 1.54970 ## 175 19 3 5.0272e+01 0.16128000 1.5843000 10.6970 67.987 1.54970 ## 176 19 4 4.3456e+01 -0.15385000 -0.7835300 10.6970 67.987 1.54970 ## 177 19 5 3.7236e+01 0.04603700 0.7231100 10.6970 67.987 1.54970 ## 178 19 6 3.1837e+01 -0.08943100 -0.3239100 10.6970 67.987 1.54970 ## 179 19 7 2.7207e+01 0.20668000 1.8826000 10.6970 67.987 1.54970 ## 180 19 8 2.3247e+01 0.06595600 0.7757300 10.6970 67.987 1.54970 ## 181 19 10 1.6971e+01 -0.02655500 -0.0218010 10.6970 67.987 1.54970 ## 182 19 12 1.2389e+01 -0.02815600 -0.1358400 10.6970 67.987 1.54970 ## 183 20 0 0.0000e+00 0.00000000 0.0000000 19.2850 86.198 0.66435 ## 184 20 1 9.9678e+00 0.09152000 0.2013600 19.2850 86.198 0.66435 ## 185 20 2 1.3099e+01 -0.09229900 -1.0564000 19.2850 86.198 0.66435 ## 186 20 3 1.3113e+01 -0.28162000 -2.2840000 19.2850 86.198 0.66435 ## 187 20 4 1.1842e+01 0.15432000 1.1607000 19.2850 86.198 0.66435 ## 188 20 5 1.0168e+01 0.07892700 0.6561800 19.2850 86.198 0.66435 ## 189 20 6 8.4890e+00 0.08493300 0.6992200 19.2850 86.198 0.66435 ## 190 20 7 6.9724e+00 -0.09213100 -0.6898500 19.2850 86.198 0.66435 ## 191 20 9 4.5823e+00 0.08024000 0.4516500 19.2850 86.198 0.66435 ## 192 20 11 2.9624e+00 -0.03794900 -0.6078200 19.2850 86.198 0.66435 ## 193 21 0 0.0000e+00 0.00000000 0.0000000 29.9420 96.831 0.34333 ## 194 21 1 2.5587e+00 -0.12846000 -1.8527000 29.9420 96.831 0.34333 ## 195 21 3 3.9986e+00 -0.11719000 -1.9728000 29.9420 96.831 0.34333 ## 196 21 4 3.8485e+00 0.07314200 -0.3671200 29.9420 96.831 0.34333 ## 197 21 5 3.4729e+00 0.10570000 0.0636740 29.9420 96.831 0.34333 ## 198 21 6 3.0089e+00 -0.03619000 -0.8487000 29.9420 96.831 0.34333 ## 199 21 7 2.5347e+00 0.02970500 -0.2268900 29.9420 96.831 0.34333 ## 200 21 8 2.0919e+00 0.19510000 1.1100000 29.9420 96.831 0.34333 ## 201 21 10 1.3640e+00 0.04841300 0.0903160 29.9420 96.831 0.34333 ## 202 21 12 8.5410e-01 -0.22726000 -1.9483000 29.9420 96.831 0.34333 ## 203 22 0 0.0000e+00 0.00000000 0.0000000 34.2390 91.155 1.18500 ## 204 22 1 2.1425e+01 -0.07772000 -1.1746000 34.2390 91.155 1.18500 ## 205 22 2 2.1267e+01 0.12806000 0.2941700 34.2390 91.155 1.18500 ## 206 22 3 1.6610e+01 -0.04515000 -1.0190000 34.2390 91.155 1.18500 ## 207 22 4 1.2021e+01 -0.00092257 -0.6403800 34.2390 91.155 1.18500 ## 208 22 5 8.4441e+00 -0.08811800 -1.2237000 34.2390 91.155 1.18500 ## 209 22 6 5.8572e+00 0.07389400 0.0907280 34.2390 91.155 1.18500 ## 210 22 7 4.0406e+00 0.01717400 -0.2559100 34.2390 91.155 1.18500 ## 211 23 0 0.0000e+00 0.00000000 0.0000000 10.7110 151.960 1.07010 ## 212 23 1 1.4522e+01 0.06253400 -0.2408300 10.7110 151.960 1.07010 ## 213 23 2 1.8514e+01 -0.05045100 -1.2076000 10.7110 151.960 1.07010 ## 214 23 3 1.8962e+01 -0.05865200 -1.1808000 10.7110 151.960 1.07010 ## 215 23 4 1.8257e+01 -0.04367900 -0.9107800 10.7110 151.960 1.07010 ## 216 23 5 1.7216e+01 -0.15601000 -1.5863000 10.7110 151.960 1.07010 ## 217 23 6 1.6113e+01 0.08731700 0.4262700 10.7110 151.960 1.07010 ## 218 23 7 1.5040e+01 0.05917100 0.3738600 10.7110 151.960 1.07010 ## 219 23 8 1.4025e+01 0.12089000 0.9872800 10.7110 151.960 1.07010 ## 220 23 10 1.2184e+01 0.03577600 0.5918700 10.7110 151.960 1.07010 ## 221 23 12 1.0582e+01 0.01204800 0.6048500 10.7110 151.960 1.07010 ## 222 24 0 0.0000e+00 0.00000000 0.0000000 11.0160 84.570 0.50433 ## 223 24 1 1.5286e+01 0.00418570 -0.6209700 11.0160 84.570 0.50433 ## 224 24 2 2.2651e+01 -0.26139000 -2.5830000 11.0160 84.570 0.50433 ## 225 24 3 2.5459e+01 0.16500000 0.8928200 11.0160 84.570 0.50433 ## 226 24 4 2.5717e+01 0.15061000 1.0648000 11.0160 84.570 0.50433 ## 227 24 5 2.4609e+01 -0.01094000 0.0918400 11.0160 84.570 0.50433 ## 228 24 6 2.2832e+01 -0.13234000 -0.6281900 11.0160 84.570 0.50433 ## 229 24 7 2.0785e+01 0.23215000 2.2760000 11.0160 84.570 0.50433 ## 230 24 8 1.8694e+01 -0.30995000 -1.7253000 11.0160 84.570 0.50433 ## 231 24 10 1.4808e+01 -0.02414600 0.5301000 11.0160 84.570 0.50433 ## 232 24 12 1.1558e+01 0.09450900 1.4236000 11.0160 84.570 0.50433 ## 233 25 0 0.0000e+00 0.00000000 0.0000000 25.5610 78.202 1.33080 ## 234 25 1 2.7108e+01 0.04507300 0.0620610 25.5610 78.202 1.33080 ## 235 25 2 2.6713e+01 -0.10495000 -1.0418000 25.5610 78.202 1.33080 ## 236 25 3 2.1158e+01 0.06104900 0.1865600 25.5610 78.202 1.33080 ## 237 25 4 1.5759e+01 -0.01327900 -0.4268800 25.5610 78.202 1.33080 ## 238 25 5 1.1498e+01 0.07936300 0.2288400 25.5610 78.202 1.33080 ## 239 25 6 8.3268e+00 0.05323100 0.0056514 25.5610 78.202 1.33080 ## 240 25 7 6.0144e+00 -0.03065300 -0.6326900 25.5610 78.202 1.33080 ## 241 25 8 4.3399e+00 -0.06679800 -0.8923200 25.5610 78.202 1.33080 ## 242 25 9 3.1305e+00 0.07969600 0.2409600 25.5610 78.202 1.33080 ## 243 25 10 2.2578e+00 0.00095464 -0.3248500 25.5610 78.202 1.33080 ## 244 26 0 0.0000e+00 0.00000000 0.0000000 12.9680 85.946 0.34318 ## 245 26 1 1.0933e+01 -0.19237000 -2.3438000 12.9680 85.946 0.34318 ## 246 26 2 1.7159e+01 -0.01860000 -1.1484000 12.9680 85.946 0.34318 ## 247 26 3 2.0260e+01 0.23743000 0.9561300 12.9680 85.946 0.34318 ## 248 26 4 2.1327e+01 -0.06645400 -1.0793000 12.9680 85.946 0.34318 ## 249 26 5 2.1111e+01 -0.02041200 -0.4553600 12.9680 85.946 0.34318 ## 250 26 6 2.0120e+01 0.09393600 0.6571500 12.9680 85.946 0.34318 ## 251 26 7 1.8697e+01 0.06649000 0.6510200 12.9680 85.946 0.34318 ## 252 26 8 1.7068e+01 -0.08307000 -0.3302900 12.9680 85.946 0.34318 ## 253 26 10 1.3724e+01 0.05365400 0.8603600 12.9680 85.946 0.34318 ## 254 26 12 1.0703e+01 -0.00499180 0.4230700 12.9680 85.946 0.34318 ## 255 27 0 0.0000e+00 0.00000000 0.0000000 19.9050 58.701 0.95710 ## 256 27 1 4.3322e+01 -0.05960300 -0.6760900 19.9050 58.701 0.95710 ## 257 27 2 4.7499e+01 0.14360000 1.1242000 19.9050 58.701 0.95710 ## 258 27 3 4.0227e+01 -0.06929200 -0.4189000 19.9050 58.701 0.95710 ## 259 27 4 3.1112e+01 -0.04216300 -0.2965000 19.9050 58.701 0.95710 ## 260 27 5 2.3106e+01 0.14080000 0.9369300 19.9050 58.701 0.95710 ## 261 27 6 1.6823e+01 0.01289000 -0.1821700 19.9050 58.701 0.95710 ## 262 27 7 1.2124e+01 0.08380300 0.2425000 19.9050 58.701 0.95710 ## 263 27 8 8.6906e+00 -0.08867500 -1.1212000 19.9050 58.701 0.95710 ## 264 27 10 4.4333e+00 -0.05036200 -0.8184200 19.9050 58.701 0.95710 ## 265 27 12 2.2534e+00 0.05620500 0.0758110 19.9050 58.701 0.95710 ## 266 28 0 0.0000e+00 0.00000000 0.0000000 17.2100 84.631 1.56870 ## 267 28 1 8.2497e+01 0.02051600 -0.0042412 17.2100 84.631 1.56870 ## 268 28 2 8.4503e+01 0.02008500 -0.0169360 17.2100 84.631 1.56870 ## 269 28 3 7.2533e+01 0.02063200 0.0211160 17.2100 84.631 1.56870 ## 270 28 4 5.9932e+01 -0.02890700 -0.3122100 17.2100 84.631 1.56870 ## 271 28 5 4.9060e+01 -0.04198300 -0.3787200 17.2100 84.631 1.56870 ## 272 28 6 4.0065e+01 0.01261400 0.0544760 17.2100 84.631 1.56870 ## 273 28 7 3.2699e+01 -0.03636500 -0.3066400 17.2100 84.631 1.56870 ## 274 28 8 2.6684e+01 0.13965000 1.0269000 17.2100 84.631 1.56870 ## 275 28 10 1.7767e+01 0.13523000 0.9863600 17.2100 84.631 1.56870 ## 276 28 12 1.1830e+01 -0.13865000 -1.0903000 17.2100 84.631 1.56870 ## 277 29 0 0.0000e+00 0.00000000 0.0000000 30.4780 127.080 0.40331 ## 278 29 1 2.3035e+01 -0.04234200 -1.6466000 30.4780 127.080 0.40331 ## 279 29 3 3.6649e+01 0.10262000 -0.5420700 30.4780 127.080 0.40331 ## 280 29 4 3.5703e+01 -0.02782400 -1.2294000 30.4780 127.080 0.40331 ## 281 29 5 3.2680e+01 -0.20164000 -2.2283000 30.4780 127.080 0.40331 ## 282 29 6 2.8777e+01 -0.00268240 -0.4339300 30.4780 127.080 0.40331 ## 283 29 7 2.4689e+01 0.21794000 1.4808000 30.4780 127.080 0.40331 ## 284 29 8 2.0793e+01 -0.04007100 -0.2717400 30.4780 127.080 0.40331 ## 285 29 10 1.4201e+01 -0.29513000 -1.9231000 30.4780 127.080 0.40331 ## 286 29 12 9.3842e+00 0.13063000 1.4558000 30.4780 127.080 0.40331 ## 287 30 0 0.0000e+00 0.00000000 0.0000000 12.1630 85.934 0.98067 ## 288 30 1 6.7041e+01 -0.13769000 -1.3960000 12.1630 85.934 0.98067 ## 289 30 2 8.3337e+01 0.24255000 1.6200000 12.1630 85.934 0.98067 ## 290 30 3 8.1768e+01 -0.07054600 -0.5672200 12.1630 85.934 0.98067 ## 291 30 4 7.4514e+01 -0.02044600 -0.0456080 12.1630 85.934 0.98067 ## 292 30 5 6.6006e+01 -0.14356000 -0.8761800 12.1630 85.934 0.98067 ## 293 30 6 5.7792e+01 0.03959500 0.5783300 12.1630 85.934 0.98067 ## 294 30 7 5.0351e+01 0.13285000 1.3292000 12.1630 85.934 0.98067 ## 295 30 8 4.3775e+01 -0.13445000 -0.6652600 12.1630 85.934 0.98067 ## 296 30 10 3.3016e+01 0.17520000 1.6969000 12.1630 85.934 0.98067 ## 297 30 12 2.4880e+01 -0.06713500 -0.1487900 12.1630 85.934 0.98067 ## 298 31 0 0.0000e+00 0.00000000 0.0000000 15.1090 83.503 1.04040 ## 299 31 1 1.3951e+01 -0.04378200 -0.7529000 15.1090 83.503 1.04040 ## 300 31 2 1.6571e+01 0.08081500 0.3780700 15.1090 83.503 1.04040 ## 301 31 3 1.5570e+01 0.10664000 0.7438700 15.1090 83.503 1.04040 ## 302 31 4 1.3608e+01 -0.13727000 -0.9921300 15.1090 83.503 1.04040 ## 303 31 5 1.1573e+01 -0.10568000 -0.6911400 15.1090 83.503 1.04040 ## 304 31 6 9.7344e+00 0.10330000 0.9216500 15.1090 83.503 1.04040 ## 305 31 7 8.1504e+00 0.15332000 1.3131000 15.1090 83.503 1.04040 ## 306 31 8 6.8110e+00 -0.05740100 -0.2795700 15.1090 83.503 1.04040 ## 307 31 10 4.7470e+00 -0.10258000 -0.6375700 15.1090 83.503 1.04040 ## 308 31 12 3.3061e+00 0.07678800 0.6893800 15.1090 83.503 1.04040 ## 309 32 0 0.0000e+00 0.00000000 0.0000000 22.2730 161.060 1.89500 ## 310 32 1 1.6890e+01 0.02543100 -0.6048700 22.2730 161.060 1.89500 ## 311 32 2 1.7248e+01 0.01692800 -0.8933800 22.2730 161.060 1.89500 ## 312 32 3 1.5402e+01 -0.17284000 -2.1920000 22.2730 161.060 1.89500 ## 313 32 4 1.3470e+01 0.09352900 0.0384960 22.2730 161.060 1.89500 ## 314 32 5 1.1739e+01 0.10912000 0.3648300 22.2730 161.060 1.89500 ## 315 32 6 1.0224e+01 -0.09528100 -0.9989300 22.2730 161.060 1.89500 ## 316 32 7 8.9039e+00 -0.11836000 -1.0185000 22.2730 161.060 1.89500 ## 317 32 8 7.7539e+00 0.08332400 0.6366200 22.2730 161.060 1.89500 ## 318 32 10 5.8803e+00 -0.12250000 -0.7301400 22.2730 161.060 1.89500 ## 319 32 12 4.4595e+00 0.13018000 1.2982000 22.2730 161.060 1.89500 ## 320 33 0 0.0000e+00 0.00000000 0.0000000 9.8142 71.098 1.68210 ## 321 33 1 1.0497e+02 0.00922680 0.1798900 9.8142 71.098 1.68210 ## 322 33 2 1.1096e+02 0.08543500 0.6514100 9.8142 71.098 1.68210 ## 323 33 3 1.0028e+02 0.03824500 0.3469400 9.8142 71.098 1.68210 ## 324 33 4 8.8030e+01 0.03498900 0.4304400 9.8142 71.098 1.68210 ## 325 33 5 7.6805e+01 0.09966100 1.0321000 9.8142 71.098 1.68210 ## 326 33 6 6.6926e+01 -0.12456000 -0.5643600 9.8142 71.098 1.68210 ## 327 33 7 5.8301e+01 -0.07446500 -0.1016700 9.8142 71.098 1.68210 ## 328 33 8 5.0785e+01 -0.14837000 -0.5933100 9.8142 71.098 1.68210 ## 329 33 10 3.8534e+01 0.19454000 2.0928000 9.8142 71.098 1.68210 ## 330 33 12 2.9238e+01 0.01854600 0.8048600 9.8142 71.098 1.68210 ## 331 34 0 0.0000e+00 0.00000000 0.0000000 27.2370 67.039 1.45910 ## 332 34 2 8.0560e+00 0.05263100 0.1739500 27.2370 67.039 1.45910 ## 333 34 3 5.8506e+00 -0.07873000 -0.7393500 27.2370 67.039 1.45910 ## 334 34 4 4.0098e+00 -0.22938000 -1.9093000 27.2370 67.039 1.45910 ## 335 34 5 2.6972e+00 0.28283000 1.8805000 27.2370 67.039 1.45910 ## 336 34 6 1.8027e+00 -0.00704600 -0.4093900 27.2370 67.039 1.45910 ## 337 34 7 1.2022e+00 -0.10166000 -1.2036000 27.2370 67.039 1.45910 ## 338 34 9 5.3374e-01 0.10541000 0.2932500 27.2370 67.039 1.45910 ## 339 34 10 3.5555e-01 -0.07185700 -1.0503000 27.2370 67.039 1.45910 ## 340 35 0 0.0000e+00 0.00000000 0.0000000 26.1020 65.982 0.69311 ## 341 35 1 3.0587e+01 -0.08491100 -1.2655000 26.1020 65.982 0.69311 ## 342 35 2 3.5888e+01 0.19317000 1.0618000 26.1020 65.982 0.69311 ## 343 35 3 3.1810e+01 -0.19333000 -1.6674000 26.1020 65.982 0.69311 ## 344 35 4 2.5240e+01 -0.02260100 -0.3011200 26.1020 65.982 0.69311 ## 345 35 5 1.8906e+01 -0.00823790 -0.2389600 26.1020 65.982 0.69311 ## 346 35 6 1.3685e+01 0.03399500 -0.0551100 26.1020 65.982 0.69311 ## 347 35 7 9.6917e+00 0.18246000 0.8894200 26.1020 65.982 0.69311 ## 348 35 10 3.2064e+00 -0.10180000 -1.6228000 26.1020 65.982 0.69311 ## 349 36 0 0.0000e+00 0.00000000 0.0000000 23.1080 48.141 1.89000 ## 350 36 1 1.3023e+02 0.03580100 0.7723900 23.1080 48.141 1.89000 ## 351 36 2 1.0026e+02 0.06935300 0.5669600 23.1080 48.141 1.89000 ## 352 36 3 6.5010e+01 -0.02706900 -0.5179300 23.1080 48.141 1.89000 ## 353 36 4 4.0676e+01 -0.04932000 -0.8703500 23.1080 48.141 1.89000 ## 354 36 5 2.5238e+01 0.04407300 -0.2350300 23.1080 48.141 1.89000 ## 355 36 6 1.5627e+01 -0.09643500 -1.3136000 23.1080 48.141 1.89000 ## 356 36 7 9.6713e+00 0.21390000 1.0438000 23.1080 48.141 1.89000 ## 357 36 8 5.9847e+00 0.01592100 -0.4273000 23.1080 48.141 1.89000 ## 358 36 10 2.2916e+00 -0.08359200 -1.0714000 23.1080 48.141 1.89000 ## 359 36 12 8.7743e-01 0.01432700 -0.1877100 23.1080 48.141 1.89000 ## 360 37 0 0.0000e+00 0.00000000 0.0000000 15.9890 75.885 0.46891 ## 361 37 1 2.2057e+01 0.05728300 -0.2077900 15.9890 75.885 0.46891 ## 362 37 2 3.1667e+01 -0.18653000 -1.9498000 15.9890 75.885 0.46891 ## 363 37 3 3.4285e+01 0.07830500 0.3151700 15.9890 75.885 0.46891 ## 364 37 8 1.9366e+01 0.14685000 1.3637000 15.9890 75.885 0.46891 ## 365 37 12 9.1165e+00 -0.06872400 -0.6587500 15.9890 75.885 0.46891 ## 366 38 0 0.0000e+00 0.00000000 0.0000000 19.9830 54.656 2.46260 ## 367 38 1 6.5378e+01 0.08476700 1.2398000 19.9830 54.656 2.46260 ## 368 38 2 5.0928e+01 -0.06241000 -0.5106100 19.9830 54.656 2.46260 ## 369 38 3 3.5807e+01 0.14138000 0.8040500 19.9830 54.656 2.46260 ## 370 38 4 2.4883e+01 -0.14639000 -1.4329000 19.9830 54.656 2.46260 ## 371 38 6 1.1979e+01 0.04765000 0.0828920 19.9830 54.656 2.46260 ## 372 39 0 0.0000e+00 0.00000000 0.0000000 17.7880 110.330 1.46490 ## 373 39 1 6.3145e+00 0.00087708 -0.4685700 17.7880 110.330 1.46490 ## 374 39 2 6.8335e+00 0.06680700 0.0167570 17.7880 110.330 1.46490 ## 375 39 3 6.1532e+00 -0.09315500 -1.0872000 17.7880 110.330 1.46490 ## 376 39 4 5.3149e+00 0.07621300 0.3247200 17.7880 110.330 1.46490 ## 377 39 5 4.5416e+00 -0.16108000 -1.3518000 17.7880 110.330 1.46490 ## 378 39 7 3.2943e+00 0.05637000 0.4637400 17.7880 110.330 1.46490 ## 379 39 8 2.8040e+00 0.13052000 1.0776000 17.7880 110.330 1.46490 ## 380 39 10 2.0312e+00 -0.04982800 -0.2315300 17.7880 110.330 1.46490 ## 381 40 0 0.0000e+00 0.00000000 0.0000000 22.9910 98.438 3.50040 ## 382 40 1 2.9012e+01 0.16710000 0.9159600 22.9910 98.438 3.50040 ## 383 40 2 2.3845e+01 -0.23003000 -2.3360000 22.9910 98.438 3.50040 ## 384 40 3 1.8905e+01 0.02989100 -0.1934200 22.9910 98.438 3.50040 ## 385 40 4 1.4968e+01 0.05892000 0.2017100 22.9910 98.438 3.50040 ## 386 40 5 1.1850e+01 -0.09876900 -0.8478100 22.9910 98.438 3.50040 ## 387 40 6 9.3822e+00 -0.16437000 -1.2339000 22.9910 98.438 3.50040 ## 388 40 7 7.4280e+00 0.05142800 0.4781700 22.9910 98.438 3.50040 ## 389 40 8 5.8808e+00 -0.00694570 0.0886480 22.9910 98.438 3.50040 ## 390 40 10 3.6862e+00 0.24790000 2.0591000 22.9910 98.438 3.50040 ## 391 40 12 2.3105e+00 -0.13873000 -0.8731000 22.9910 98.438 3.50040 ## 392 41 0 0.0000e+00 0.00000000 0.0000000 9.3156 55.911 1.38500 ## 393 41 1 4.2425e+01 0.07012900 0.8266800 9.3156 55.911 1.38500 ## 394 41 2 4.6534e+01 -0.05295400 0.0891360 9.3156 55.911 1.38500 ## 395 41 3 4.2051e+01 -0.11346000 -0.3104600 9.3156 55.911 1.38500 ## 396 41 4 3.6263e+01 0.13918000 1.5993000 9.3156 55.911 1.38500 ## 397 41 5 3.0864e+01 0.21047000 2.1102000 9.3156 55.911 1.38500 ## 398 41 6 2.6169e+01 -0.07409700 -0.0830530 9.3156 55.911 1.38500 ## 399 41 7 2.2163e+01 0.01023100 0.5099300 9.3156 55.911 1.38500 ## 400 41 8 1.8764e+01 -0.17610000 -0.9463200 9.3156 55.911 1.38500 ## 401 41 10 1.3447e+01 0.12735000 1.2584000 9.3156 55.911 1.38500 ## 402 41 12 9.6366e+00 -0.00898410 0.1424100 9.3156 55.911 1.38500 ## 403 42 0 0.0000e+00 0.00000000 0.0000000 37.2660 47.824 2.10400 ## 404 42 1 1.1185e+02 -0.00774830 0.0406750 37.2660 47.824 2.10400 ## 405 42 2 6.4951e+01 0.11376000 -0.3242400 37.2660 47.824 2.10400 ## 406 42 3 3.1460e+01 -0.01749700 -1.6388000 37.2660 47.824 2.10400 ## 407 42 4 1.4636e+01 -0.04342600 -1.5594000 37.2660 47.824 2.10400 ## 408 42 6 3.0945e+00 0.01146600 -0.3731500 37.2660 47.824 2.10400 ## 409 42 8 6.5147e-01 0.02843600 0.0301440 37.2660 47.824 2.10400 ## 410 43 0 0.0000e+00 0.00000000 0.0000000 19.0340 126.070 1.09440 ## 411 43 1 4.8318e+00 -0.02934900 -0.9231600 19.0340 126.070 1.09440 ## 412 43 2 5.7721e+00 0.00482860 -0.7521000 19.0340 126.070 1.09440 ## 413 43 3 5.5047e+00 0.07181300 -0.1372700 19.0340 126.070 1.09440 ## 414 43 4 4.9146e+00 0.06418700 -0.0269800 19.0340 126.070 1.09440 ## 415 43 5 4.2865e+00 0.09178900 0.3631100 19.0340 126.070 1.09440 ## 416 43 6 3.7062e+00 -0.03944200 -0.4556700 19.0340 126.070 1.09440 ## 417 43 7 3.1936e+00 -0.22345000 -1.6905000 19.0340 126.070 1.09440 ## 418 43 8 2.7484e+00 -0.09037400 -0.5471300 19.0340 126.070 1.09440 ## 419 43 10 2.0330e+00 0.05263100 0.7423900 19.0340 126.070 1.09440 ## 420 43 12 1.5033e+00 0.11092000 1.3102000 19.0340 126.070 1.09440 ## 421 44 0 0.0000e+00 0.00000000 0.0000000 40.0860 57.104 1.23880 ## 422 44 1 2.9118e+01 -0.00749780 -0.3942700 40.0860 57.104 1.23880 ## 423 44 2 2.2868e+01 -0.07817300 -1.2920000 40.0860 57.104 1.23880 ## 424 44 3 1.3778e+01 0.09526100 -0.2329800 40.0860 57.104 1.23880 ## 425 44 4 7.5363e+00 0.16370000 0.1880900 40.0860 57.104 1.23880 ## 426 44 5 3.9402e+00 -0.13456000 -1.9837000 40.0860 57.104 1.23880 ## 427 44 6 2.0122e+00 -0.08557600 -1.3889000 40.0860 57.104 1.23880 ## 428 44 7 1.0145e+00 0.07446100 0.0680140 40.0860 57.104 1.23880 ## 429 44 8 5.0775e-01 -0.05466100 -0.7355000 40.0860 57.104 1.23880 ## 430 44 10 1.2585e-01 0.11245000 0.5970300 40.0860 57.104 1.23880 ## 431 44 12 3.1006e-02 -0.03243100 -0.5368500 40.0860 57.104 1.23880 ## 432 45 0 0.0000e+00 0.00000000 0.0000000 27.7580 59.022 1.71030 ## 433 45 1 5.1880e+01 0.02159500 0.2926200 27.7580 59.022 1.71030 ## 434 45 4 1.7683e+01 0.01680300 -0.9072300 27.7580 59.022 1.71030 ## 435 45 8 2.7139e+00 0.01331400 -0.6966400 27.7580 59.022 1.71030 ## 436 45 11 6.6200e-01 0.01207800 -0.3429100 27.7580 59.022 1.71030 ## 437 46 0 0.0000e+00 0.00000000 0.0000000 11.6740 44.455 1.67430 ## 438 46 1 1.5517e+02 0.04311500 1.0758000 11.6740 44.455 1.67430 ## 439 46 2 1.4842e+02 0.06167000 1.2032000 11.6740 44.455 1.67430 ## 440 46 3 1.1959e+02 -0.02258700 0.3841300 11.6740 44.455 1.67430 ## 441 46 4 9.2993e+01 0.09878900 1.1093000 11.6740 44.455 1.67430 ## 442 46 5 7.1708e+01 -0.02814000 -0.0160700 11.6740 44.455 1.67430 ## 443 46 6 5.5183e+01 -0.12491000 -0.8766500 11.6740 44.455 1.67430 ## 444 46 7 4.2445e+01 0.12145000 0.8934700 11.6740 44.455 1.67430 ## 445 46 8 3.2644e+01 0.19411000 1.3792000 11.6740 44.455 1.67430 ## 446 46 9 2.5105e+01 -0.15474000 -1.2994000 11.6740 44.455 1.67430 ## 447 46 11 1.4848e+01 -0.01938900 -0.2983900 11.6740 44.455 1.67430 ## 448 47 0 0.0000e+00 0.00000000 0.0000000 11.2530 113.650 1.96010 ## 449 47 1 7.0883e+01 0.04002800 -0.2106100 11.2530 113.650 1.96010 ## 450 47 4 6.2328e+01 0.00709510 -0.3372900 11.2530 113.650 1.96010 ## 451 47 5 5.6480e+01 -0.07436300 -0.7245400 11.2530 113.650 1.96010 ## 452 47 8 4.1969e+01 -0.00331600 0.3640700 11.2530 113.650 1.96010 ## 453 47 12 2.8244e+01 0.09191500 1.5126000 11.2530 113.650 1.96010 ## 454 48 0 0.0000e+00 0.00000000 0.0000000 10.2800 44.757 3.92500 ## 455 48 1 9.1965e+01 0.30452000 3.3693000 10.2800 44.757 3.92500 ## 456 48 2 7.4907e+01 -0.26162000 -1.4146000 10.2800 44.757 3.92500 ## 457 48 3 5.9571e+01 -0.12675000 -0.4617800 10.2800 44.757 3.92500 ## 458 48 4 4.7346e+01 0.04358900 0.7934400 10.2800 44.757 3.92500 ## 459 48 5 3.7630e+01 0.07786900 1.0297000 10.2800 44.757 3.92500 ## 460 48 6 2.9907e+01 0.13450000 1.4412000 10.2800 44.757 3.92500 ## 461 48 7 2.3770e+01 -0.02312900 0.2345100 10.2800 44.757 3.92500 ## 462 48 8 1.8892e+01 -0.19436000 -1.0742000 10.2800 44.757 3.92500 ## 463 48 9 1.5015e+01 -0.18414000 -1.0108000 10.2800 44.757 3.92500 ## 464 48 10 1.1933e+01 0.14301000 1.4484000 10.2800 44.757 3.92500 ## 465 48 11 9.4844e+00 -0.18603000 -1.0598000 10.2800 44.757 3.92500 ## 466 48 12 7.5380e+00 0.21783000 1.9742000 10.2800 44.757 3.92500 ## 467 49 0 0.0000e+00 0.00000000 0.0000000 18.4130 150.760 1.02910 ## 468 49 1 1.9858e+01 -0.03866100 -1.1673000 18.4130 150.760 1.02910 ## 469 49 2 2.4671e+01 0.07253100 -0.3768900 18.4130 150.760 1.02910 ## 470 49 3 2.4370e+01 0.00410960 -0.7504300 18.4130 150.760 1.02910 ## 471 49 4 2.2474e+01 -0.09095300 -1.2758000 18.4130 150.760 1.02910 ## 472 49 5 2.0214e+01 0.19126000 1.0555000 18.4130 150.760 1.02910 ## 473 49 6 1.8006e+01 -0.24524000 -2.0661000 18.4130 150.760 1.02910 ## 474 49 7 1.5977e+01 0.05402700 0.3575500 18.4130 150.760 1.02910 ## 475 49 8 1.4155e+01 -0.08510900 -0.5588300 18.4130 150.760 1.02910 ## 476 49 10 1.1094e+01 -0.03457500 0.0292160 18.4130 150.760 1.02910 ## 477 49 12 8.6901e+00 0.12196000 1.3404000 18.4130 150.760 1.02910 ## 478 50 0 0.0000e+00 0.00000000 0.0000000 31.1660 39.413 1.70950 ## 479 50 1 6.4334e+01 0.02154400 0.4775500 31.1660 39.413 1.70950 ## 480 50 2 4.0817e+01 0.03216600 -0.2933900 31.1660 39.413 1.70950 ## 481 50 3 2.0617e+01 -0.00956410 -1.2297000 31.1660 39.413 1.70950 ## 482 50 4 9.7311e+00 0.18589000 -0.0508730 31.1660 39.413 1.70950 ## 483 50 5 4.4821e+00 -0.02053800 -1.5527000 31.1660 39.413 1.70950 ## 484 50 6 2.0451e+00 -0.05628000 -1.4799000 31.1660 39.413 1.70950 ## 485 50 7 9.2971e-01 0.07560000 -0.0285050 31.1660 39.413 1.70950 ## 486 50 8 4.2203e-01 -0.14699000 -1.2748000 31.1660 39.413 1.70950 ## 487 50 10 8.6844e-02 -0.07880900 -0.1962200 31.1660 39.413 1.70950 ## 488 50 12 1.7862e-02 0.11968000 1.2797000 31.1660 39.413 1.70950 ## 489 51 0 0.0000e+00 0.00000000 0.0000000 10.5210 80.379 1.30620 ## 490 51 1 4.1926e+01 0.01631500 -0.0527550 10.5210 80.379 1.30620 ## 491 51 2 4.8138e+01 -0.00951580 -0.2385700 10.5210 80.379 1.30620 ## 492 51 3 4.5308e+01 0.05169300 0.3256300 10.5210 80.379 1.30620 ## 493 51 4 4.0582e+01 0.10787000 0.8809500 10.5210 80.379 1.30620 ## 494 51 5 3.5829e+01 0.02040400 0.3517000 10.5210 80.379 1.30620 ## 495 51 6 3.1494e+01 0.02780700 0.5304000 10.5210 80.379 1.30620 ## 496 51 8 2.4259e+01 -0.18506000 -0.8791500 10.5210 80.379 1.30620 ## 497 51 10 1.8673e+01 -0.08692700 0.0045329 10.5210 80.379 1.30620 ## 498 51 12 1.4372e+01 0.16751000 2.0196000 10.5210 80.379 1.30620 ## 499 52 0 0.0000e+00 0.00000000 0.0000000 11.7460 101.520 1.04760 ## 500 52 1 2.9898e+01 -0.06982700 -0.9819300 11.7460 101.520 1.04760 ## 501 52 2 3.7118e+01 0.20049000 1.1901000 11.7460 101.520 1.04760 ## 502 52 3 3.6741e+01 -0.24580000 -2.0019000 11.7460 101.520 1.04760 ## 503 52 4 3.4017e+01 0.04918300 0.3934300 11.7460 101.520 1.04760 ## 504 52 5 3.0753e+01 0.06136400 0.6158800 11.7460 101.520 1.04760 ## 505 52 6 2.7552e+01 -0.27155000 -1.8036000 11.7460 101.520 1.04760 ## 506 52 7 2.4597e+01 0.07777400 0.9120700 11.7460 101.520 1.04760 ## 507 52 8 2.1929e+01 0.12681000 1.3332000 11.7460 101.520 1.04760 ## 508 52 10 1.7407e+01 0.03691100 0.6973700 11.7460 101.520 1.04760 ## 509 52 12 1.3812e+01 0.00054528 0.4086800 11.7460 101.520 1.04760 ## 510 53 0 0.0000e+00 0.00000000 0.0000000 14.3100 46.439 1.52420 ## 511 53 1 1.3954e+01 0.02907300 0.7636400 14.3100 46.439 1.52420 ## 512 53 2 1.3293e+01 0.10737000 1.4841000 14.3100 46.439 1.52420 ## 513 53 3 1.0429e+01 -0.13514000 -0.5282400 14.3100 46.439 1.52420 ## 514 53 4 7.8078e+00 -0.02660900 0.0348030 14.3100 46.439 1.52420 ## 515 53 5 5.7685e+00 0.11813000 0.8853300 14.3100 46.439 1.52420 ## 516 53 6 4.2456e+00 0.14472000 0.8928400 14.3100 46.439 1.52420 ## 517 53 7 3.1211e+00 0.03487700 -0.0721810 14.3100 46.439 1.52420 ## 518 53 8 2.2937e+00 -0.08010700 -1.0210000 14.3100 46.439 1.52420 ## 519 53 10 1.2385e+00 -0.06341000 -0.9310700 14.3100 46.439 1.52420 ## 520 53 12 6.6873e-01 0.04676100 -0.0510060 14.3100 46.439 1.52420 ## 521 54 0 0.0000e+00 0.00000000 0.0000000 41.2260 90.404 0.48267 ## 522 54 1 1.6696e+01 -0.10158000 -1.5380000 41.2260 90.404 0.48267 ## 523 54 2 2.0886e+01 -0.01319800 -1.0871000 41.2260 90.404 0.48267 ## 524 54 3 1.9596e+01 -0.06103600 -1.4117000 41.2260 90.404 0.48267 ## 525 54 4 1.6344e+01 -0.02105800 -1.0055000 41.2260 90.404 0.48267 ## 526 54 5 1.2781e+01 0.19712000 0.7455100 41.2260 90.404 0.48267 ## 527 54 6 9.5949e+00 -0.01302200 -0.7668500 41.2260 90.404 0.48267 ## 528 54 7 7.0036e+00 0.09372200 0.0975670 41.2260 90.404 0.48267 ## 529 54 8 5.0081e+00 -0.12741000 -1.5299000 41.2260 90.404 0.48267 ## 530 54 10 2.4512e+00 0.18310000 0.9160200 41.2260 90.404 0.48267 ## 531 54 12 1.1520e+00 -0.21007000 -1.9179000 41.2260 90.404 0.48267 ## 532 55 0 0.0000e+00 0.00000000 0.0000000 31.5160 57.635 1.58060 ## 533 55 1 9.8934e+01 -0.00630550 -0.0512920 31.5160 57.635 1.58060 ## 534 55 2 7.7626e+01 0.03289900 -0.1628500 31.5160 57.635 1.58060 ## 535 55 3 4.9121e+01 0.10056000 0.0809450 31.5160 57.635 1.58060 ## 536 55 4 2.9293e+01 -0.07725500 -1.3093000 31.5160 57.635 1.58060 ## 537 55 5 1.7132e+01 -0.16705000 -1.8756000 31.5160 57.635 1.58060 ## 538 55 6 9.9522e+00 0.26203000 1.5477000 31.5160 57.635 1.58060 ## 539 55 7 5.7677e+00 -0.23886000 -2.0685000 31.5160 57.635 1.58060 ## 540 55 9 1.9333e+00 0.06035500 0.4120400 31.5160 57.635 1.58060 ## 541 55 11 6.4769e-01 0.00356880 0.0143560 31.5160 57.635 1.58060 ## 542 56 0 0.0000e+00 0.00000000 0.0000000 10.2410 57.740 2.31850 ## 543 56 1 1.3860e+01 0.07936600 1.2735000 10.2410 57.740 2.31850 ## 544 56 4 9.2232e+00 -0.05455800 -0.0300320 10.2410 57.740 2.31850 ## 545 56 5 7.7254e+00 0.12097000 1.3176000 10.2410 57.740 2.31850 ## 546 56 8 4.5377e+00 -0.03476200 0.1492300 10.2410 57.740 2.31850 ## 547 56 10 3.1826e+00 -0.04793900 0.0228800 10.2410 57.740 2.31850 ## 548 56 12 2.2321e+00 0.08865700 1.0122000 10.2410 57.740 2.31850 ## 549 57 0 0.0000e+00 0.00000000 0.0000000 24.4530 122.680 0.20826 ## 550 57 1 6.9227e+00 -0.13473000 -1.9686000 24.4530 122.680 0.20826 ## 551 57 2 1.1293e+01 0.17418000 0.0249840 24.4530 122.680 0.20826 ## 552 57 3 1.3817e+01 -0.04535400 -1.6880000 24.4530 122.680 0.20826 ## 553 57 4 1.5026e+01 -0.05830900 -1.6810000 24.4530 122.680 0.20826 ## 554 57 5 1.5320e+01 0.06394800 -0.5701300 24.4530 122.680 0.20826 ## 555 57 6 1.4995e+01 -0.04037900 -1.1387000 24.4530 122.680 0.20826 ## 556 57 7 1.4270e+01 -0.11492000 -1.4757000 24.4530 122.680 0.20826 ## 557 57 8 1.3302e+01 0.11408000 0.4727400 24.4530 122.680 0.20826 ## 558 57 9 1.2207e+01 0.10101000 0.5682600 24.4530 122.680 0.20826 ## 559 57 10 1.1063e+01 -0.07171300 -0.5710700 24.4530 122.680 0.20826 ## 560 58 0 0.0000e+00 0.00000000 0.0000000 31.1610 96.146 2.05250 ## 561 58 1 2.5711e+01 0.00773680 -0.5293700 31.1610 96.146 2.05250 ## 562 58 4 1.1812e+01 0.10058000 -0.1497500 31.1610 96.146 2.05250 ## 563 58 5 8.5492e+00 -0.02797600 -0.7956400 31.1610 96.146 2.05250 ## 564 58 6 6.1835e+00 -0.26579000 -2.2875000 31.1610 96.146 2.05250 ## 565 58 7 4.4719e+00 0.08902800 0.6540600 31.1610 96.146 2.05250 ## 566 58 8 3.2340e+00 -0.09399600 -0.5368000 31.1610 96.146 2.05250 ## 567 58 10 1.6913e+00 0.12337000 1.3084000 31.1610 96.146 2.05250 ## 568 59 0 0.0000e+00 0.00000000 0.0000000 10.2520 81.606 0.88692 ## 569 59 1 3.3550e+01 0.07867700 0.2457100 10.2520 81.606 0.88692 ## 570 59 2 4.3410e+01 -0.07762100 -0.7281200 10.2520 81.606 0.88692 ## 571 59 3 4.3977e+01 -0.18504000 -1.3119000 10.2520 81.606 0.88692 ## 572 59 4 4.1130e+01 0.19036000 1.7016000 10.2520 81.606 0.88692 ## 573 59 6 3.3242e+01 -0.07616000 -0.1300400 10.2520 81.606 0.88692 ## 574 59 7 2.9481e+01 0.01997700 0.6330200 10.2520 81.606 0.88692 ## 575 59 8 2.6068e+01 0.13434000 1.5092000 10.2520 81.606 0.88692 ## 576 59 12 1.5805e+01 -0.01298600 0.2944900 10.2520 81.606 0.88692 ## 577 60 0 0.0000e+00 0.00000000 0.0000000 17.6650 57.699 2.83310 ## 578 60 1 6.5817e+01 0.10990000 1.3867000 17.6650 57.699 2.83310 ## 579 60 2 5.2331e+01 -0.01550400 -0.1181400 17.6650 57.699 2.83310 ## 580 60 3 3.8758e+01 0.03101200 0.1366400 17.6650 57.699 2.83310 ## 581 60 4 2.8550e+01 -0.17933000 -1.4640000 17.6650 57.699 2.83310 ## 582 60 5 2.1021e+01 0.07461900 0.4641100 17.6650 57.699 2.83310 ## 583 60 6 1.5478e+01 -0.05411500 -0.5045200 17.6650 57.699 2.83310 ## 584 60 7 1.1396e+01 0.08110500 0.5174700 17.6650 57.699 2.83310 ## 585 60 8 8.3904e+00 0.14178000 0.9693200 17.6650 57.699 2.83310 ## 586 60 10 4.5484e+00 -0.07001200 -0.6543900 17.6650 57.699 2.83310 ## 587 60 12 2.4657e+00 0.00579400 -0.0951060 17.6650 57.699 2.83310 ## 588 61 0 0.0000e+00 0.00000000 0.0000000 26.5870 68.930 2.38350 ## 589 61 1 1.0173e+01 0.04297900 0.3955400 26.5870 68.930 2.38350 ## 590 61 2 7.8553e+00 0.02860000 -0.3127000 26.5870 68.930 2.38350 ## 591 61 4 3.6987e+00 -0.10240000 -1.3165000 26.5870 68.930 2.38350 ## 592 61 5 2.5157e+00 0.08119400 0.1839600 26.5870 68.930 2.38350 ## 593 61 6 1.7107e+00 -0.12900000 -1.3038000 26.5870 68.930 2.38350 ## 594 61 7 1.1632e+00 0.08321600 0.3805600 26.5870 68.930 2.38350 ## 595 61 8 7.9094e-01 0.12525000 0.7525200 26.5870 68.930 2.38350 ## 596 61 9 5.3781e-01 -0.08889300 -0.8335900 26.5870 68.930 2.38350 ## 597 61 10 3.6569e-01 0.03913400 0.1555100 26.5870 68.930 2.38350 ## 598 61 11 2.4866e-01 0.00540810 -0.0877290 26.5870 68.930 2.38350 ## 599 62 0 0.0000e+00 0.00000000 0.0000000 11.9300 78.686 1.87730 ## 600 62 1 4.8825e+01 0.04207900 0.3835100 11.9300 78.686 1.87730 ## 601 62 2 4.9427e+01 0.02899800 0.1362800 11.9300 78.686 1.87730 ## 602 62 3 4.3616e+01 -0.04439000 -0.3760400 11.9300 78.686 1.87730 ## 603 62 4 3.7655e+01 0.02961200 0.2764900 11.9300 78.686 1.87730 ## 604 62 5 3.2384e+01 0.09960600 0.8946100 11.9300 78.686 1.87730 ## 605 62 6 2.7833e+01 -0.10536000 -0.5843200 11.9300 78.686 1.87730 ## 606 62 7 2.3918e+01 0.03772900 0.5524200 11.9300 78.686 1.87730 ## 607 62 8 2.0553e+01 0.01640100 0.4290800 11.9300 78.686 1.87730 ## 608 62 10 1.5177e+01 0.05226200 0.7367700 11.9300 78.686 1.87730 ## 609 63 0 0.0000e+00 0.00000000 0.0000000 16.9870 56.371 1.19920 ## 610 63 1 3.6355e+01 0.08981200 0.7463700 16.9870 56.371 1.19920 ## 611 63 2 3.7855e+01 -0.09363600 -0.2939700 16.9870 56.371 1.19920 ## 612 63 3 3.1309e+01 -0.17276000 -0.8692900 16.9870 56.371 1.19920 ## 613 63 4 2.4159e+01 0.20660000 1.8465000 16.9870 56.371 1.19920 ## 614 63 5 1.8174e+01 0.03557200 0.3308000 16.9870 56.371 1.19920 ## 615 63 7 1.0041e+01 0.05662200 0.0921260 16.9870 56.371 1.19920 ## 616 63 8 7.4372e+00 -0.04936900 -0.8380600 16.9870 56.371 1.19920 ## 617 63 10 4.0733e+00 0.10476000 0.2104300 16.9870 56.371 1.19920 ## 618 63 11 3.0138e+00 -0.09415700 -1.3027000 16.9870 56.371 1.19920 ## 619 64 0 0.0000e+00 0.00000000 0.0000000 20.3520 88.502 0.63827 ## 620 64 1 2.3523e+01 0.11166000 0.1218500 20.3520 88.502 0.63827 ## 621 64 2 3.1116e+01 -0.11653000 -1.4177000 20.3520 88.502 0.63827 ## 622 64 3 3.1287e+01 -0.13158000 -1.2630000 20.3520 88.502 0.63827 ## 623 64 4 2.8326e+01 0.07393100 0.5058100 20.3520 88.502 0.63827 ## 624 64 5 2.4338e+01 0.01981500 0.2278000 20.3520 88.502 0.63827 ## 625 64 6 2.0305e+01 0.01994300 0.2857100 20.3520 88.502 0.63827 ## 626 64 8 1.3495e+01 -0.23305000 -1.6602000 20.3520 88.502 0.63827 ## 627 64 9 1.0865e+01 0.30509000 2.3606000 20.3520 88.502 0.63827 ## 628 64 11 6.9591e+00 0.04899200 0.3208300 20.3520 88.502 0.63827 ## 629 64 12 5.5504e+00 -0.18745000 -1.5037000 20.3520 88.502 0.63827 ## 630 65 0 0.0000e+00 0.00000000 0.0000000 9.5706 141.070 1.06080 ## 631 65 1 2.2273e+01 -0.10476000 -1.4684000 9.5706 141.070 1.06080 ## 632 65 2 2.8523e+01 0.18992000 0.6221200 9.5706 141.070 1.06080 ## 633 65 3 2.9321e+01 0.02860900 -0.5076000 9.5706 141.070 1.06080 ## 634 65 4 2.8322e+01 -0.17131000 -1.8497000 9.5706 141.070 1.06080 ## 635 65 5 2.6784e+01 0.01702400 -0.2295400 9.5706 141.070 1.06080 ## 636 65 6 2.5138e+01 0.02116600 -0.0012811 9.5706 141.070 1.06080 ## 637 65 7 2.3527e+01 -0.10105000 -0.7373800 9.5706 141.070 1.06080 ## 638 65 9 2.0559e+01 -0.00774140 0.3066900 9.5706 141.070 1.06080 ## 639 65 10 1.9212e+01 -0.05633000 0.0869140 9.5706 141.070 1.06080 ## 640 65 12 1.6775e+01 0.20296000 2.3031000 9.5706 141.070 1.06080 ## ETA1 ETA2 ETA3 AGE HT WT SECR SEX RACE SMOK ## 1 -0.2677300 0.19829000 -0.163610 55 154 80.97 1.0 2 2 0 ## 2 -0.2677300 0.19829000 -0.163610 55 154 80.97 1.0 2 2 0 ## 3 -0.2677300 0.19829000 -0.163610 55 154 80.97 1.0 2 2 0 ## 4 -0.2677300 0.19829000 -0.163610 55 154 80.97 1.0 2 2 0 ## 5 -0.2677300 0.19829000 -0.163610 55 154 80.97 1.0 2 2 0 ## 6 -0.2677300 0.19829000 -0.163610 55 154 80.97 1.0 2 2 0 ## 7 -0.2677300 0.19829000 -0.163610 55 154 80.97 1.0 2 2 0 ## 8 -0.2677300 0.19829000 -0.163610 55 154 80.97 1.0 2 2 0 ## 9 -0.2677300 0.19829000 -0.163610 55 154 80.97 1.0 2 2 0 ## 10 -0.2677300 0.19829000 -0.163610 55 154 80.97 1.0 2 2 0 ## 11 -0.7096900 0.18606000 0.736900 37 179 93.21 1.2 1 1 1 ## 12 -0.7096900 0.18606000 0.736900 37 179 93.21 1.2 1 1 1 ## 13 -0.7096900 0.18606000 0.736900 37 179 93.21 1.2 1 1 1 ## 14 -0.7096900 0.18606000 0.736900 37 179 93.21 1.2 1 1 1 ## 15 -0.7096900 0.18606000 0.736900 37 179 93.21 1.2 1 1 1 ## 16 -0.7096900 0.18606000 0.736900 37 179 93.21 1.2 1 1 1 ## 17 -0.7096900 0.18606000 0.736900 37 179 93.21 1.2 1 1 1 ## 18 -0.7096900 0.18606000 0.736900 37 179 93.21 1.2 1 1 1 ## 19 -0.7096900 0.18606000 0.736900 37 179 93.21 1.2 1 1 1 ## 20 -0.7096900 0.18606000 0.736900 37 179 93.21 1.2 1 1 1 ## 21 -0.7096900 0.18606000 0.736900 37 179 93.21 1.2 1 1 1 ## 22 -0.4762000 0.20152000 0.435760 35 188 94.35 0.9 1 1 0 ## 23 -0.4762000 0.20152000 0.435760 35 188 94.35 0.9 1 1 0 ## 24 -0.4762000 0.20152000 0.435760 35 188 94.35 0.9 1 1 0 ## 25 -0.4762000 0.20152000 0.435760 35 188 94.35 0.9 1 1 0 ## 26 -0.4762000 0.20152000 0.435760 35 188 94.35 0.9 1 1 0 ## 27 -0.4762000 0.20152000 0.435760 35 188 94.35 0.9 1 1 0 ## 28 -0.4762000 0.20152000 0.435760 35 188 94.35 0.9 1 1 0 ## 29 -0.4762000 0.20152000 0.435760 35 188 94.35 0.9 1 1 0 ## 30 -0.4762000 0.20152000 0.435760 35 188 94.35 0.9 1 1 0 ## 31 -0.4762000 0.20152000 0.435760 35 188 94.35 0.9 1 1 0 ## 32 -0.4762000 0.20152000 0.435760 35 188 94.35 0.9 1 1 0 ## 33 0.0995890 -0.42932000 0.150950 67 168 74.39 0.8 2 2 0 ## 34 0.0995890 -0.42932000 0.150950 67 168 74.39 0.8 2 2 0 ## 35 0.0995890 -0.42932000 0.150950 67 168 74.39 0.8 2 2 0 ## 36 0.0995890 -0.42932000 0.150950 67 168 74.39 0.8 2 2 0 ## 37 0.0995890 -0.42932000 0.150950 67 168 74.39 0.8 2 2 0 ## 38 0.0995890 -0.42932000 0.150950 67 168 74.39 0.8 2 2 0 ## 39 0.0995890 -0.42932000 0.150950 67 168 74.39 0.8 2 2 0 ## 40 0.0995890 -0.42932000 0.150950 67 168 74.39 0.8 2 2 0 ## 41 0.0995890 -0.42932000 0.150950 67 168 74.39 0.8 2 2 0 ## 42 0.0995890 -0.42932000 0.150950 67 168 74.39 0.8 2 2 0 ## 43 -0.3529400 0.09802600 0.524390 69 165 91.85 1.0 2 2 0 ## 44 -0.3529400 0.09802600 0.524390 69 165 91.85 1.0 2 2 0 ## 45 -0.3529400 0.09802600 0.524390 69 165 91.85 1.0 2 2 0 ## 46 -0.3529400 0.09802600 0.524390 69 165 91.85 1.0 2 2 0 ## 47 -0.3529400 0.09802600 0.524390 69 165 91.85 1.0 2 2 0 ## 48 -0.3529400 0.09802600 0.524390 69 165 91.85 1.0 2 2 0 ## 49 -0.3529400 0.09802600 0.524390 69 165 91.85 1.0 2 2 0 ## 50 -0.3529400 0.09802600 0.524390 69 165 91.85 1.0 2 2 0 ## 51 -0.3529400 0.09802600 0.524390 69 165 91.85 1.0 2 2 0 ## 52 -0.3529400 0.09802600 0.524390 69 165 91.85 1.0 2 2 0 ## 53 -0.2094000 -0.04955100 -0.507630 52 157 104.30 0.8 2 2 0 ## 54 -0.2094000 -0.04955100 -0.507630 52 157 104.30 0.8 2 2 0 ## 55 -0.2094000 -0.04955100 -0.507630 52 157 104.30 0.8 2 2 0 ## 56 -0.2094000 -0.04955100 -0.507630 52 157 104.30 0.8 2 2 0 ## 57 -0.2094000 -0.04955100 -0.507630 52 157 104.30 0.8 2 2 0 ## 58 -0.2094000 -0.04955100 -0.507630 52 157 104.30 0.8 2 2 0 ## 59 -0.2094000 -0.04955100 -0.507630 52 157 104.30 0.8 2 2 0 ## 60 -0.2094000 -0.04955100 -0.507630 52 157 104.30 0.8 2 2 0 ## 61 -0.2094000 -0.04955100 -0.507630 52 157 104.30 0.8 2 2 0 ## 62 -0.2094000 -0.04955100 -0.507630 52 157 104.30 0.8 2 2 0 ## 63 -0.2306200 -0.49262000 0.726630 44 140 90.04 0.9 2 2 0 ## 64 -0.2306200 -0.49262000 0.726630 44 140 90.04 0.9 2 2 0 ## 65 -0.2306200 -0.49262000 0.726630 44 140 90.04 0.9 2 2 0 ## 66 -0.2306200 -0.49262000 0.726630 44 140 90.04 0.9 2 2 0 ## 67 -0.2306200 -0.49262000 0.726630 44 140 90.04 0.9 2 2 0 ## 68 -0.2306200 -0.49262000 0.726630 44 140 90.04 0.9 2 2 0 ## 69 -0.2306200 -0.49262000 0.726630 44 140 90.04 0.9 2 2 0 ## 70 -0.2306200 -0.49262000 0.726630 44 140 90.04 0.9 2 2 0 ## 71 0.8649600 0.31834000 0.899480 50 173 98.88 0.9 2 2 1 ## 72 0.8649600 0.31834000 0.899480 50 173 98.88 0.9 2 2 1 ## 73 0.8649600 0.31834000 0.899480 50 173 98.88 0.9 2 2 1 ## 74 0.8649600 0.31834000 0.899480 50 173 98.88 0.9 2 2 1 ## 75 0.8649600 0.31834000 0.899480 50 173 98.88 0.9 2 2 1 ## 76 0.8649600 0.31834000 0.899480 50 173 98.88 0.9 2 2 1 ## 77 0.8649600 0.31834000 0.899480 50 173 98.88 0.9 2 2 1 ## 78 0.8649600 0.31834000 0.899480 50 173 98.88 0.9 2 2 1 ## 79 0.8649600 0.31834000 0.899480 50 173 98.88 0.9 2 2 1 ## 80 0.8649600 0.31834000 0.899480 50 173 98.88 0.9 2 2 1 ## 81 0.1838300 -0.28868000 0.108170 61 160 81.42 0.9 2 2 0 ## 82 0.1838300 -0.28868000 0.108170 61 160 81.42 0.9 2 2 0 ## 83 0.1838300 -0.28868000 0.108170 61 160 81.42 0.9 2 2 0 ## 84 0.1838300 -0.28868000 0.108170 61 160 81.42 0.9 2 2 0 ## 85 0.1838300 -0.28868000 0.108170 61 160 81.42 0.9 2 2 0 ## 86 0.1838300 -0.28868000 0.108170 61 160 81.42 0.9 2 2 0 ## 87 0.1838300 -0.28868000 0.108170 61 160 81.42 0.9 2 2 0 ## 88 0.1838300 -0.28868000 0.108170 61 160 81.42 0.9 2 2 0 ## 89 0.1838300 -0.28868000 0.108170 61 160 81.42 0.9 2 2 0 ## 90 0.9142300 -0.78827000 0.903260 52 168 87.32 1.8 2 2 0 ## 91 0.9142300 -0.78827000 0.903260 52 168 87.32 1.8 2 2 0 ## 92 0.9142300 -0.78827000 0.903260 52 168 87.32 1.8 2 2 0 ## 93 0.9142300 -0.78827000 0.903260 52 168 87.32 1.8 2 2 0 ## 94 0.9142300 -0.78827000 0.903260 52 168 87.32 1.8 2 2 0 ## 95 0.9142300 -0.78827000 0.903260 52 168 87.32 1.8 2 2 0 ## 96 0.0519620 0.18720000 0.288710 59 178 98.43 1.1 1 2 0 ## 97 0.0519620 0.18720000 0.288710 59 178 98.43 1.1 1 2 0 ## 98 0.0519620 0.18720000 0.288710 59 178 98.43 1.1 1 2 0 ## 99 0.0519620 0.18720000 0.288710 59 178 98.43 1.1 1 2 0 ## 100 0.0519620 0.18720000 0.288710 59 178 98.43 1.1 1 2 0 ## 101 0.0519620 0.18720000 0.288710 59 178 98.43 1.1 1 2 0 ## 102 0.0519620 0.18720000 0.288710 59 178 98.43 1.1 1 2 0 ## 103 0.0519620 0.18720000 0.288710 59 178 98.43 1.1 1 2 0 ## 104 0.0519620 0.18720000 0.288710 59 178 98.43 1.1 1 2 0 ## 105 0.0519620 0.18720000 0.288710 59 178 98.43 1.1 1 2 0 ## 106 0.6696900 0.01963300 -0.251550 54 159 68.04 1.3 1 2 0 ## 107 0.6696900 0.01963300 -0.251550 54 159 68.04 1.3 1 2 0 ## 108 0.6696900 0.01963300 -0.251550 54 159 68.04 1.3 1 2 0 ## 109 0.6696900 0.01963300 -0.251550 54 159 68.04 1.3 1 2 0 ## 110 0.6696900 0.01963300 -0.251550 54 159 68.04 1.3 1 2 0 ## 111 0.6696900 0.01963300 -0.251550 54 159 68.04 1.3 1 2 0 ## 112 0.6696900 0.01963300 -0.251550 54 159 68.04 1.3 1 2 0 ## 113 0.6696900 0.01963300 -0.251550 54 159 68.04 1.3 1 2 0 ## 114 0.6696900 0.01963300 -0.251550 54 159 68.04 1.3 1 2 0 ## 115 0.6696900 0.01963300 -0.251550 54 159 68.04 1.3 1 2 0 ## 116 0.6696900 0.01963300 -0.251550 54 159 68.04 1.3 1 2 0 ## 117 0.1328700 -0.28590000 0.541810 62 180 81.65 1.1 1 2 0 ## 118 0.1328700 -0.28590000 0.541810 62 180 81.65 1.1 1 2 0 ## 119 0.1328700 -0.28590000 0.541810 62 180 81.65 1.1 1 2 0 ## 120 0.1328700 -0.28590000 0.541810 62 180 81.65 1.1 1 2 0 ## 121 0.1328700 -0.28590000 0.541810 62 180 81.65 1.1 1 2 0 ## 122 0.1328700 -0.28590000 0.541810 62 180 81.65 1.1 1 2 0 ## 123 0.1328700 -0.28590000 0.541810 62 180 81.65 1.1 1 2 0 ## 124 0.1328700 -0.28590000 0.541810 62 180 81.65 1.1 1 2 0 ## 125 0.1328700 -0.28590000 0.541810 62 180 81.65 1.1 1 2 0 ## 126 0.1328700 -0.28590000 0.541810 62 180 81.65 1.1 1 2 0 ## 127 0.1328700 -0.28590000 0.541810 62 180 81.65 1.1 1 2 0 ## 128 -0.0202610 0.43322000 -0.467300 63 172 83.10 1.2 1 1 0 ## 129 -0.0202610 0.43322000 -0.467300 63 172 83.10 1.2 1 1 0 ## 130 -0.0202610 0.43322000 -0.467300 63 172 83.10 1.2 1 1 0 ## 131 -0.0202610 0.43322000 -0.467300 63 172 83.10 1.2 1 1 0 ## 132 -0.0202610 0.43322000 -0.467300 63 172 83.10 1.2 1 1 0 ## 133 -0.0202610 0.43322000 -0.467300 63 172 83.10 1.2 1 1 0 ## 134 -0.0202610 0.43322000 -0.467300 63 172 83.10 1.2 1 1 0 ## 135 -0.0202610 0.43322000 -0.467300 63 172 83.10 1.2 1 1 0 ## 136 -0.0202610 0.43322000 -0.467300 63 172 83.10 1.2 1 1 0 ## 137 -0.0202610 0.43322000 -0.467300 63 172 83.10 1.2 1 1 0 ## 138 -0.0202610 0.43322000 -0.467300 63 172 83.10 1.2 1 1 0 ## 139 -0.3382600 -0.08527500 -0.998650 63 170 83.40 1.1 1 1 1 ## 140 -0.3382600 -0.08527500 -0.998650 63 170 83.40 1.1 1 1 1 ## 141 -0.3382600 -0.08527500 -0.998650 63 170 83.40 1.1 1 1 1 ## 142 -0.3382600 -0.08527500 -0.998650 63 170 83.40 1.1 1 1 1 ## 143 -0.3382600 -0.08527500 -0.998650 63 170 83.40 1.1 1 1 1 ## 144 -0.3382600 -0.08527500 -0.998650 63 170 83.40 1.1 1 1 1 ## 145 -0.3382600 -0.08527500 -0.998650 63 170 83.40 1.1 1 1 1 ## 146 -0.3382600 -0.08527500 -0.998650 63 170 83.40 1.1 1 1 1 ## 147 -0.3382600 -0.08527500 -0.998650 63 170 83.40 1.1 1 1 1 ## 148 -0.3382600 -0.08527500 -0.998650 63 170 83.40 1.1 1 1 1 ## 149 -0.3382600 -0.08527500 -0.998650 63 170 83.40 1.1 1 1 1 ## 150 -0.5454700 -0.42393000 0.559110 63 177 104.10 1.0 1 1 1 ## 151 -0.5454700 -0.42393000 0.559110 63 177 104.10 1.0 1 1 1 ## 152 -0.5454700 -0.42393000 0.559110 63 177 104.10 1.0 1 1 1 ## 153 -0.5454700 -0.42393000 0.559110 63 177 104.10 1.0 1 1 1 ## 154 -0.5454700 -0.42393000 0.559110 63 177 104.10 1.0 1 1 1 ## 155 -0.5454700 -0.42393000 0.559110 63 177 104.10 1.0 1 1 1 ## 156 -0.5454700 -0.42393000 0.559110 63 177 104.10 1.0 1 1 1 ## 157 -0.5454700 -0.42393000 0.559110 63 177 104.10 1.0 1 1 1 ## 158 -0.5454700 -0.42393000 0.559110 63 177 104.10 1.0 1 1 1 ## 159 -0.5454700 -0.42393000 0.559110 63 177 104.10 1.0 1 1 1 ## 160 -0.5454700 -0.42393000 0.559110 63 177 104.10 1.0 1 1 1 ## 161 -0.3177900 0.00085736 0.476210 58 187 136.80 1.5 1 2 1 ## 162 -0.3177900 0.00085736 0.476210 58 187 136.80 1.5 1 2 1 ## 163 -0.3177900 0.00085736 0.476210 58 187 136.80 1.5 1 2 1 ## 164 -0.3177900 0.00085736 0.476210 58 187 136.80 1.5 1 2 1 ## 165 -0.3177900 0.00085736 0.476210 58 187 136.80 1.5 1 2 1 ## 166 -0.3177900 0.00085736 0.476210 58 187 136.80 1.5 1 2 1 ## 167 -0.3177900 0.00085736 0.476210 58 187 136.80 1.5 1 2 1 ## 168 -0.3177900 0.00085736 0.476210 58 187 136.80 1.5 1 2 1 ## 169 -0.3177900 0.00085736 0.476210 58 187 136.80 1.5 1 2 1 ## 170 -0.3177900 0.00085736 0.476210 58 187 136.80 1.5 1 2 1 ## 171 -0.3177900 0.00085736 0.476210 58 187 136.80 1.5 1 2 1 ## 172 -0.5062700 -0.12185000 0.071619 66 177 97.30 1.2 1 1 1 ## 173 -0.5062700 -0.12185000 0.071619 66 177 97.30 1.2 1 1 1 ## 174 -0.5062700 -0.12185000 0.071619 66 177 97.30 1.2 1 1 1 ## 175 -0.5062700 -0.12185000 0.071619 66 177 97.30 1.2 1 1 1 ## 176 -0.5062700 -0.12185000 0.071619 66 177 97.30 1.2 1 1 1 ## 177 -0.5062700 -0.12185000 0.071619 66 177 97.30 1.2 1 1 1 ## 178 -0.5062700 -0.12185000 0.071619 66 177 97.30 1.2 1 1 1 ## 179 -0.5062700 -0.12185000 0.071619 66 177 97.30 1.2 1 1 1 ## 180 -0.5062700 -0.12185000 0.071619 66 177 97.30 1.2 1 1 1 ## 181 -0.5062700 -0.12185000 0.071619 66 177 97.30 1.2 1 1 1 ## 182 -0.5062700 -0.12185000 0.071619 66 177 97.30 1.2 1 1 1 ## 183 0.0830370 0.11548000 -0.775380 67 181 96.10 1.3 1 1 1 ## 184 0.0830370 0.11548000 -0.775380 67 181 96.10 1.3 1 1 1 ## 185 0.0830370 0.11548000 -0.775380 67 181 96.10 1.3 1 1 1 ## 186 0.0830370 0.11548000 -0.775380 67 181 96.10 1.3 1 1 1 ## 187 0.0830370 0.11548000 -0.775380 67 181 96.10 1.3 1 1 1 ## 188 0.0830370 0.11548000 -0.775380 67 181 96.10 1.3 1 1 1 ## 189 0.0830370 0.11548000 -0.775380 67 181 96.10 1.3 1 1 1 ## 190 0.0830370 0.11548000 -0.775380 67 181 96.10 1.3 1 1 1 ## 191 0.0830370 0.11548000 -0.775380 67 181 96.10 1.3 1 1 1 ## 192 0.0830370 0.11548000 -0.775380 67 181 96.10 1.3 1 1 1 ## 193 0.5230000 0.23181000 -1.435500 57 180 85.90 1.2 1 1 1 ## 194 0.5230000 0.23181000 -1.435500 57 180 85.90 1.2 1 1 1 ## 195 0.5230000 0.23181000 -1.435500 57 180 85.90 1.2 1 1 1 ## 196 0.5230000 0.23181000 -1.435500 57 180 85.90 1.2 1 1 1 ## 197 0.5230000 0.23181000 -1.435500 57 180 85.90 1.2 1 1 1 ## 198 0.5230000 0.23181000 -1.435500 57 180 85.90 1.2 1 1 1 ## 199 0.5230000 0.23181000 -1.435500 57 180 85.90 1.2 1 1 1 ## 200 0.5230000 0.23181000 -1.435500 57 180 85.90 1.2 1 1 1 ## 201 0.5230000 0.23181000 -1.435500 57 180 85.90 1.2 1 1 1 ## 202 0.5230000 0.23181000 -1.435500 57 180 85.90 1.2 1 1 1 ## 203 0.6570900 0.17139000 -0.196660 56 170 88.13 0.8 1 2 0 ## 204 0.6570900 0.17139000 -0.196660 56 170 88.13 0.8 1 2 0 ## 205 0.6570900 0.17139000 -0.196660 56 170 88.13 0.8 1 2 0 ## 206 0.6570900 0.17139000 -0.196660 56 170 88.13 0.8 1 2 0 ## 207 0.6570900 0.17139000 -0.196660 56 170 88.13 0.8 1 2 0 ## 208 0.6570900 0.17139000 -0.196660 56 170 88.13 0.8 1 2 0 ## 209 0.6570900 0.17139000 -0.196660 56 170 88.13 0.8 1 2 0 ## 210 0.6570900 0.17139000 -0.196660 56 170 88.13 0.8 1 2 0 ## 211 -0.5050000 0.68246000 -0.298660 57 168 69.08 1.1 2 3 0 ## 212 -0.5050000 0.68246000 -0.298660 57 168 69.08 1.1 2 3 0 ## 213 -0.5050000 0.68246000 -0.298660 57 168 69.08 1.1 2 3 0 ## 214 -0.5050000 0.68246000 -0.298660 57 168 69.08 1.1 2 3 0 ## 215 -0.5050000 0.68246000 -0.298660 57 168 69.08 1.1 2 3 0 ## 216 -0.5050000 0.68246000 -0.298660 57 168 69.08 1.1 2 3 0 ## 217 -0.5050000 0.68246000 -0.298660 57 168 69.08 1.1 2 3 0 ## 218 -0.5050000 0.68246000 -0.298660 57 168 69.08 1.1 2 3 0 ## 219 -0.5050000 0.68246000 -0.298660 57 168 69.08 1.1 2 3 0 ## 220 -0.5050000 0.68246000 -0.298660 57 168 69.08 1.1 2 3 0 ## 221 -0.5050000 0.68246000 -0.298660 57 168 69.08 1.1 2 3 0 ## 222 -0.4769500 0.09641500 -1.051000 56 175 74.60 0.8 2 1 0 ## 223 -0.4769500 0.09641500 -1.051000 56 175 74.60 0.8 2 1 0 ## 224 -0.4769500 0.09641500 -1.051000 56 175 74.60 0.8 2 1 0 ## 225 -0.4769500 0.09641500 -1.051000 56 175 74.60 0.8 2 1 0 ## 226 -0.4769500 0.09641500 -1.051000 56 175 74.60 0.8 2 1 0 ## 227 -0.4769500 0.09641500 -1.051000 56 175 74.60 0.8 2 1 0 ## 228 -0.4769500 0.09641500 -1.051000 56 175 74.60 0.8 2 1 0 ## 229 -0.4769500 0.09641500 -1.051000 56 175 74.60 0.8 2 1 0 ## 230 -0.4769500 0.09641500 -1.051000 56 175 74.60 0.8 2 1 0 ## 231 -0.4769500 0.09641500 -1.051000 56 175 74.60 0.8 2 1 0 ## 232 -0.4769500 0.09641500 -1.051000 56 175 74.60 0.8 2 1 0 ## 233 0.3648000 0.01813000 -0.080632 61 171 96.62 1.0 1 1 0 ## 234 0.3648000 0.01813000 -0.080632 61 171 96.62 1.0 1 1 0 ## 235 0.3648000 0.01813000 -0.080632 61 171 96.62 1.0 1 1 0 ## 236 0.3648000 0.01813000 -0.080632 61 171 96.62 1.0 1 1 0 ## 237 0.3648000 0.01813000 -0.080632 61 171 96.62 1.0 1 1 0 ## 238 0.3648000 0.01813000 -0.080632 61 171 96.62 1.0 1 1 0 ## 239 0.3648000 0.01813000 -0.080632 61 171 96.62 1.0 1 1 0 ## 240 0.3648000 0.01813000 -0.080632 61 171 96.62 1.0 1 1 0 ## 241 0.3648000 0.01813000 -0.080632 61 171 96.62 1.0 1 1 0 ## 242 0.3648000 0.01813000 -0.080632 61 171 96.62 1.0 1 1 0 ## 243 0.3648000 0.01813000 -0.080632 61 171 96.62 1.0 1 1 0 ## 244 -0.3137700 0.11255000 -1.435900 67 157 66.40 0.9 2 1 0 ## 245 -0.3137700 0.11255000 -1.435900 67 157 66.40 0.9 2 1 0 ## 246 -0.3137700 0.11255000 -1.435900 67 157 66.40 0.9 2 1 0 ## 247 -0.3137700 0.11255000 -1.435900 67 157 66.40 0.9 2 1 0 ## 248 -0.3137700 0.11255000 -1.435900 67 157 66.40 0.9 2 1 0 ## 249 -0.3137700 0.11255000 -1.435900 67 157 66.40 0.9 2 1 0 ## 250 -0.3137700 0.11255000 -1.435900 67 157 66.40 0.9 2 1 0 ## 251 -0.3137700 0.11255000 -1.435900 67 157 66.40 0.9 2 1 0 ## 252 -0.3137700 0.11255000 -1.435900 67 157 66.40 0.9 2 1 0 ## 253 -0.3137700 0.11255000 -1.435900 67 157 66.40 0.9 2 1 0 ## 254 -0.3137700 0.11255000 -1.435900 67 157 66.40 0.9 2 1 0 ## 255 0.1147000 -0.26872000 -0.410290 56 177 97.40 1.0 1 1 0 ## 256 0.1147000 -0.26872000 -0.410290 56 177 97.40 1.0 1 1 0 ## 257 0.1147000 -0.26872000 -0.410290 56 177 97.40 1.0 1 1 0 ## 258 0.1147000 -0.26872000 -0.410290 56 177 97.40 1.0 1 1 0 ## 259 0.1147000 -0.26872000 -0.410290 56 177 97.40 1.0 1 1 0 ## 260 0.1147000 -0.26872000 -0.410290 56 177 97.40 1.0 1 1 0 ## 261 0.1147000 -0.26872000 -0.410290 56 177 97.40 1.0 1 1 0 ## 262 0.1147000 -0.26872000 -0.410290 56 177 97.40 1.0 1 1 0 ## 263 0.1147000 -0.26872000 -0.410290 56 177 97.40 1.0 1 1 0 ## 264 0.1147000 -0.26872000 -0.410290 56 177 97.40 1.0 1 1 0 ## 265 0.1147000 -0.26872000 -0.410290 56 177 97.40 1.0 1 1 0 ## 266 -0.0307930 0.09713100 0.083805 58 173 78.70 1.4 1 1 0 ## 267 -0.0307930 0.09713100 0.083805 58 173 78.70 1.4 1 1 0 ## 268 -0.0307930 0.09713100 0.083805 58 173 78.70 1.4 1 1 0 ## 269 -0.0307930 0.09713100 0.083805 58 173 78.70 1.4 1 1 0 ## 270 -0.0307930 0.09713100 0.083805 58 173 78.70 1.4 1 1 0 ## 271 -0.0307930 0.09713100 0.083805 58 173 78.70 1.4 1 1 0 ## 272 -0.0307930 0.09713100 0.083805 58 173 78.70 1.4 1 1 0 ## 273 -0.0307930 0.09713100 0.083805 58 173 78.70 1.4 1 1 0 ## 274 -0.0307930 0.09713100 0.083805 58 173 78.70 1.4 1 1 0 ## 275 -0.0307930 0.09713100 0.083805 58 173 78.70 1.4 1 1 0 ## 276 -0.0307930 0.09713100 0.083805 58 173 78.70 1.4 1 1 0 ## 277 0.5407200 0.50365000 -1.274500 53 180 87.60 1.2 1 1 0 ## 278 0.5407200 0.50365000 -1.274500 53 180 87.60 1.2 1 1 0 ## 279 0.5407200 0.50365000 -1.274500 53 180 87.60 1.2 1 1 0 ## 280 0.5407200 0.50365000 -1.274500 53 180 87.60 1.2 1 1 0 ## 281 0.5407200 0.50365000 -1.274500 53 180 87.60 1.2 1 1 0 ## 282 0.5407200 0.50365000 -1.274500 53 180 87.60 1.2 1 1 0 ## 283 0.5407200 0.50365000 -1.274500 53 180 87.60 1.2 1 1 0 ## 284 0.5407200 0.50365000 -1.274500 53 180 87.60 1.2 1 1 0 ## 285 0.5407200 0.50365000 -1.274500 53 180 87.60 1.2 1 1 0 ## 286 0.5407200 0.50365000 -1.274500 53 180 87.60 1.2 1 1 0 ## 287 -0.3778400 0.11242000 -0.385960 46 175 84.80 1.2 1 1 0 ## 288 -0.3778400 0.11242000 -0.385960 46 175 84.80 1.2 1 1 0 ## 289 -0.3778400 0.11242000 -0.385960 46 175 84.80 1.2 1 1 0 ## 290 -0.3778400 0.11242000 -0.385960 46 175 84.80 1.2 1 1 0 ## 291 -0.3778400 0.11242000 -0.385960 46 175 84.80 1.2 1 1 0 ## 292 -0.3778400 0.11242000 -0.385960 46 175 84.80 1.2 1 1 0 ## 293 -0.3778400 0.11242000 -0.385960 46 175 84.80 1.2 1 1 0 ## 294 -0.3778400 0.11242000 -0.385960 46 175 84.80 1.2 1 1 0 ## 295 -0.3778400 0.11242000 -0.385960 46 175 84.80 1.2 1 1 0 ## 296 -0.3778400 0.11242000 -0.385960 46 175 84.80 1.2 1 1 0 ## 297 -0.3778400 0.11242000 -0.385960 46 175 84.80 1.2 1 1 0 ## 298 -0.1609800 0.08372100 -0.326850 30 157 61.70 1.1 2 1 0 ## 299 -0.1609800 0.08372100 -0.326850 30 157 61.70 1.1 2 1 0 ## 300 -0.1609800 0.08372100 -0.326850 30 157 61.70 1.1 2 1 0 ## 301 -0.1609800 0.08372100 -0.326850 30 157 61.70 1.1 2 1 0 ## 302 -0.1609800 0.08372100 -0.326850 30 157 61.70 1.1 2 1 0 ## 303 -0.1609800 0.08372100 -0.326850 30 157 61.70 1.1 2 1 0 ## 304 -0.1609800 0.08372100 -0.326850 30 157 61.70 1.1 2 1 0 ## 305 -0.1609800 0.08372100 -0.326850 30 157 61.70 1.1 2 1 0 ## 306 -0.1609800 0.08372100 -0.326850 30 157 61.70 1.1 2 1 0 ## 307 -0.1609800 0.08372100 -0.326850 30 157 61.70 1.1 2 1 0 ## 308 -0.1609800 0.08372100 -0.326850 30 157 61.70 1.1 2 1 0 ## 309 0.2271000 0.74060000 0.272760 56 174 68.72 1.1 2 1 0 ## 310 0.2271000 0.74060000 0.272760 56 174 68.72 1.1 2 1 0 ## 311 0.2271000 0.74060000 0.272760 56 174 68.72 1.1 2 1 0 ## 312 0.2271000 0.74060000 0.272760 56 174 68.72 1.1 2 1 0 ## 313 0.2271000 0.74060000 0.272760 56 174 68.72 1.1 2 1 0 ## 314 0.2271000 0.74060000 0.272760 56 174 68.72 1.1 2 1 0 ## 315 0.2271000 0.74060000 0.272760 56 174 68.72 1.1 2 1 0 ## 316 0.2271000 0.74060000 0.272760 56 174 68.72 1.1 2 1 0 ## 317 0.2271000 0.74060000 0.272760 56 174 68.72 1.1 2 1 0 ## 318 0.2271000 0.74060000 0.272760 56 174 68.72 1.1 2 1 0 ## 319 0.2271000 0.74060000 0.272760 56 174 68.72 1.1 2 1 0 ## 320 -0.5924400 -0.07710300 0.153600 54 180 76.43 1.0 1 1 0 ## 321 -0.5924400 -0.07710300 0.153600 54 180 76.43 1.0 1 1 0 ## 322 -0.5924400 -0.07710300 0.153600 54 180 76.43 1.0 1 1 0 ## 323 -0.5924400 -0.07710300 0.153600 54 180 76.43 1.0 1 1 0 ## 324 -0.5924400 -0.07710300 0.153600 54 180 76.43 1.0 1 1 0 ## 325 -0.5924400 -0.07710300 0.153600 54 180 76.43 1.0 1 1 0 ## 326 -0.5924400 -0.07710300 0.153600 54 180 76.43 1.0 1 1 0 ## 327 -0.5924400 -0.07710300 0.153600 54 180 76.43 1.0 1 1 0 ## 328 -0.5924400 -0.07710300 0.153600 54 180 76.43 1.0 1 1 0 ## 329 -0.5924400 -0.07710300 0.153600 54 180 76.43 1.0 1 1 0 ## 330 -0.5924400 -0.07710300 0.153600 54 180 76.43 1.0 1 1 0 ## 331 0.4283100 -0.13590000 0.011405 34 170 77.34 1.0 1 1 0 ## 332 0.4283100 -0.13590000 0.011405 34 170 77.34 1.0 1 1 0 ## 333 0.4283100 -0.13590000 0.011405 34 170 77.34 1.0 1 1 0 ## 334 0.4283100 -0.13590000 0.011405 34 170 77.34 1.0 1 1 0 ## 335 0.4283100 -0.13590000 0.011405 34 170 77.34 1.0 1 1 0 ## 336 0.4283100 -0.13590000 0.011405 34 170 77.34 1.0 1 1 0 ## 337 0.4283100 -0.13590000 0.011405 34 170 77.34 1.0 1 1 0 ## 338 0.4283100 -0.13590000 0.011405 34 170 77.34 1.0 1 1 0 ## 339 0.4283100 -0.13590000 0.011405 34 170 77.34 1.0 1 1 0 ## 340 0.3857600 -0.15179000 -0.733000 52 183 89.36 1.1 1 1 0 ## 341 0.3857600 -0.15179000 -0.733000 52 183 89.36 1.1 1 1 0 ## 342 0.3857600 -0.15179000 -0.733000 52 183 89.36 1.1 1 1 0 ## 343 0.3857600 -0.15179000 -0.733000 52 183 89.36 1.1 1 1 0 ## 344 0.3857600 -0.15179000 -0.733000 52 183 89.36 1.1 1 1 0 ## 345 0.3857600 -0.15179000 -0.733000 52 183 89.36 1.1 1 1 0 ## 346 0.3857600 -0.15179000 -0.733000 52 183 89.36 1.1 1 1 0 ## 347 0.3857600 -0.15179000 -0.733000 52 183 89.36 1.1 1 1 0 ## 348 0.3857600 -0.15179000 -0.733000 52 183 89.36 1.1 1 1 0 ## 349 0.2638900 -0.46702000 0.270130 47 175 93.21 1.1 1 1 0 ## 350 0.2638900 -0.46702000 0.270130 47 175 93.21 1.1 1 1 0 ## 351 0.2638900 -0.46702000 0.270130 47 175 93.21 1.1 1 1 0 ## 352 0.2638900 -0.46702000 0.270130 47 175 93.21 1.1 1 1 0 ## 353 0.2638900 -0.46702000 0.270130 47 175 93.21 1.1 1 1 0 ## 354 0.2638900 -0.46702000 0.270130 47 175 93.21 1.1 1 1 0 ## 355 0.2638900 -0.46702000 0.270130 47 175 93.21 1.1 1 1 0 ## 356 0.2638900 -0.46702000 0.270130 47 175 93.21 1.1 1 1 0 ## 357 0.2638900 -0.46702000 0.270130 47 175 93.21 1.1 1 1 0 ## 358 0.2638900 -0.46702000 0.270130 47 175 93.21 1.1 1 1 0 ## 359 0.2638900 -0.46702000 0.270130 47 175 93.21 1.1 1 1 0 ## 360 -0.1044000 -0.01194300 -1.123800 66 155 93.44 1.4 1 1 0 ## 361 -0.1044000 -0.01194300 -1.123800 66 155 93.44 1.4 1 1 0 ## 362 -0.1044000 -0.01194300 -1.123800 66 155 93.44 1.4 1 1 0 ## 363 -0.1044000 -0.01194300 -1.123800 66 155 93.44 1.4 1 1 0 ## 364 -0.1044000 -0.01194300 -1.123800 66 155 93.44 1.4 1 1 0 ## 365 -0.1044000 -0.01194300 -1.123800 66 155 93.44 1.4 1 1 0 ## 366 0.1186100 -0.34010000 0.534780 66 160 62.14 1.1 1 2 1 ## 367 0.1186100 -0.34010000 0.534780 66 160 62.14 1.1 1 2 1 ## 368 0.1186100 -0.34010000 0.534780 66 160 62.14 1.1 1 2 1 ## 369 0.1186100 -0.34010000 0.534780 66 160 62.14 1.1 1 2 1 ## 370 0.1186100 -0.34010000 0.534780 66 160 62.14 1.1 1 2 1 ## 371 0.1186100 -0.34010000 0.534780 66 160 62.14 1.1 1 2 1 ## 372 0.0022479 0.36232000 0.015372 51 178 97.07 1.0 1 1 0 ## 373 0.0022479 0.36232000 0.015372 51 178 97.07 1.0 1 1 0 ## 374 0.0022479 0.36232000 0.015372 51 178 97.07 1.0 1 1 0 ## 375 0.0022479 0.36232000 0.015372 51 178 97.07 1.0 1 1 0 ## 376 0.0022479 0.36232000 0.015372 51 178 97.07 1.0 1 1 0 ## 377 0.0022479 0.36232000 0.015372 51 178 97.07 1.0 1 1 0 ## 378 0.0022479 0.36232000 0.015372 51 178 97.07 1.0 1 1 0 ## 379 0.0022479 0.36232000 0.015372 51 178 97.07 1.0 1 1 0 ## 380 0.0022479 0.36232000 0.015372 51 178 97.07 1.0 1 1 0 ## 381 0.2588200 0.24826000 0.886430 24 181 80.29 1.4 1 1 0 ## 382 0.2588200 0.24826000 0.886430 24 181 80.29 1.4 1 1 0 ## 383 0.2588200 0.24826000 0.886430 24 181 80.29 1.4 1 1 0 ## 384 0.2588200 0.24826000 0.886430 24 181 80.29 1.4 1 1 0 ## 385 0.2588200 0.24826000 0.886430 24 181 80.29 1.4 1 1 0 ## 386 0.2588200 0.24826000 0.886430 24 181 80.29 1.4 1 1 0 ## 387 0.2588200 0.24826000 0.886430 24 181 80.29 1.4 1 1 0 ## 388 0.2588200 0.24826000 0.886430 24 181 80.29 1.4 1 1 0 ## 389 0.2588200 0.24826000 0.886430 24 181 80.29 1.4 1 1 0 ## 390 0.2588200 0.24826000 0.886430 24 181 80.29 1.4 1 1 0 ## 391 0.2588200 0.24826000 0.886430 24 181 80.29 1.4 1 1 0 ## 392 -0.6445800 -0.31740000 -0.040775 33 176 80.74 1.3 1 1 0 ## 393 -0.6445800 -0.31740000 -0.040775 33 176 80.74 1.3 1 1 0 ## 394 -0.6445800 -0.31740000 -0.040775 33 176 80.74 1.3 1 1 0 ## 395 -0.6445800 -0.31740000 -0.040775 33 176 80.74 1.3 1 1 0 ## 396 -0.6445800 -0.31740000 -0.040775 33 176 80.74 1.3 1 1 0 ## 397 -0.6445800 -0.31740000 -0.040775 33 176 80.74 1.3 1 1 0 ## 398 -0.6445800 -0.31740000 -0.040775 33 176 80.74 1.3 1 1 0 ## 399 -0.6445800 -0.31740000 -0.040775 33 176 80.74 1.3 1 1 0 ## 400 -0.6445800 -0.31740000 -0.040775 33 176 80.74 1.3 1 1 0 ## 401 -0.6445800 -0.31740000 -0.040775 33 176 80.74 1.3 1 1 0 ## 402 -0.6445800 -0.31740000 -0.040775 33 176 80.74 1.3 1 1 0 ## 403 0.7418100 -0.47364000 0.377420 41 168 84.37 1.5 1 1 0 ## 404 0.7418100 -0.47364000 0.377420 41 168 84.37 1.5 1 1 0 ## 405 0.7418100 -0.47364000 0.377420 41 168 84.37 1.5 1 1 0 ## 406 0.7418100 -0.47364000 0.377420 41 168 84.37 1.5 1 1 0 ## 407 0.7418100 -0.47364000 0.377420 41 168 84.37 1.5 1 1 0 ## 408 0.7418100 -0.47364000 0.377420 41 168 84.37 1.5 1 1 0 ## 409 0.7418100 -0.47364000 0.377420 41 168 84.37 1.5 1 1 0 ## 410 0.0699470 0.49570000 -0.276230 38 173 67.13 1.2 1 1 0 ## 411 0.0699470 0.49570000 -0.276230 38 173 67.13 1.2 1 1 0 ## 412 0.0699470 0.49570000 -0.276230 38 173 67.13 1.2 1 1 0 ## 413 0.0699470 0.49570000 -0.276230 38 173 67.13 1.2 1 1 0 ## 414 0.0699470 0.49570000 -0.276230 38 173 67.13 1.2 1 1 0 ## 415 0.0699470 0.49570000 -0.276230 38 173 67.13 1.2 1 1 0 ## 416 0.0699470 0.49570000 -0.276230 38 173 67.13 1.2 1 1 0 ## 417 0.0699470 0.49570000 -0.276230 38 173 67.13 1.2 1 1 0 ## 418 0.0699470 0.49570000 -0.276230 38 173 67.13 1.2 1 1 0 ## 419 0.0699470 0.49570000 -0.276230 38 173 67.13 1.2 1 1 0 ## 420 0.0699470 0.49570000 -0.276230 38 173 67.13 1.2 1 1 0 ## 421 0.8147600 -0.29630000 -0.152320 54 183 103.40 1.1 1 1 1 ## 422 0.8147600 -0.29630000 -0.152320 54 183 103.40 1.1 1 1 1 ## 423 0.8147600 -0.29630000 -0.152320 54 183 103.40 1.1 1 1 1 ## 424 0.8147600 -0.29630000 -0.152320 54 183 103.40 1.1 1 1 1 ## 425 0.8147600 -0.29630000 -0.152320 54 183 103.40 1.1 1 1 1 ## 426 0.8147600 -0.29630000 -0.152320 54 183 103.40 1.1 1 1 1 ## 427 0.8147600 -0.29630000 -0.152320 54 183 103.40 1.1 1 1 1 ## 428 0.8147600 -0.29630000 -0.152320 54 183 103.40 1.1 1 1 1 ## 429 0.8147600 -0.29630000 -0.152320 54 183 103.40 1.1 1 1 1 ## 430 0.8147600 -0.29630000 -0.152320 54 183 103.40 1.1 1 1 1 ## 431 0.8147600 -0.29630000 -0.152320 54 183 103.40 1.1 1 1 1 ## 432 0.4472500 -0.26326000 0.170240 51 170 83.14 1.2 1 2 1 ## 433 0.4472500 -0.26326000 0.170240 51 170 83.14 1.2 1 2 1 ## 434 0.4472500 -0.26326000 0.170240 51 170 83.14 1.2 1 2 1 ## 435 0.4472500 -0.26326000 0.170240 51 170 83.14 1.2 1 2 1 ## 436 0.4472500 -0.26326000 0.170240 51 170 83.14 1.2 1 2 1 ## 437 -0.4189200 -0.54669000 0.148980 58 159 69.31 1.1 2 2 1 ## 438 -0.4189200 -0.54669000 0.148980 58 159 69.31 1.1 2 2 1 ## 439 -0.4189200 -0.54669000 0.148980 58 159 69.31 1.1 2 2 1 ## 440 -0.4189200 -0.54669000 0.148980 58 159 69.31 1.1 2 2 1 ## 441 -0.4189200 -0.54669000 0.148980 58 159 69.31 1.1 2 2 1 ## 442 -0.4189200 -0.54669000 0.148980 58 159 69.31 1.1 2 2 1 ## 443 -0.4189200 -0.54669000 0.148980 58 159 69.31 1.1 2 2 1 ## 444 -0.4189200 -0.54669000 0.148980 58 159 69.31 1.1 2 2 1 ## 445 -0.4189200 -0.54669000 0.148980 58 159 69.31 1.1 2 2 1 ## 446 -0.4189200 -0.54669000 0.148980 58 159 69.31 1.1 2 2 1 ## 447 -0.4189200 -0.54669000 0.148980 58 159 69.31 1.1 2 2 1 ## 448 -0.4556400 0.39196000 0.306570 56 187 108.20 1.0 1 1 1 ## 449 -0.4556400 0.39196000 0.306570 56 187 108.20 1.0 1 1 1 ## 450 -0.4556400 0.39196000 0.306570 56 187 108.20 1.0 1 1 1 ## 451 -0.4556400 0.39196000 0.306570 56 187 108.20 1.0 1 1 1 ## 452 -0.4556400 0.39196000 0.306570 56 187 108.20 1.0 1 1 1 ## 453 -0.4556400 0.39196000 0.306570 56 187 108.20 1.0 1 1 1 ## 454 -0.5460500 -0.53992000 1.000900 63 178 93.80 1.0 1 1 1 ## 455 -0.5460500 -0.53992000 1.000900 63 178 93.80 1.0 1 1 1 ## 456 -0.5460500 -0.53992000 1.000900 63 178 93.80 1.0 1 1 1 ## 457 -0.5460500 -0.53992000 1.000900 63 178 93.80 1.0 1 1 1 ## 458 -0.5460500 -0.53992000 1.000900 63 178 93.80 1.0 1 1 1 ## 459 -0.5460500 -0.53992000 1.000900 63 178 93.80 1.0 1 1 1 ## 460 -0.5460500 -0.53992000 1.000900 63 178 93.80 1.0 1 1 1 ## 461 -0.5460500 -0.53992000 1.000900 63 178 93.80 1.0 1 1 1 ## 462 -0.5460500 -0.53992000 1.000900 63 178 93.80 1.0 1 1 1 ## 463 -0.5460500 -0.53992000 1.000900 63 178 93.80 1.0 1 1 1 ## 464 -0.5460500 -0.53992000 1.000900 63 178 93.80 1.0 1 1 1 ## 465 -0.5460500 -0.53992000 1.000900 63 178 93.80 1.0 1 1 1 ## 466 -0.5460500 -0.53992000 1.000900 63 178 93.80 1.0 1 1 1 ## 467 0.0368020 0.67453000 -0.337790 50 157 125.40 0.7 2 1 1 ## 468 0.0368020 0.67453000 -0.337790 50 157 125.40 0.7 2 1 1 ## 469 0.0368020 0.67453000 -0.337790 50 157 125.40 0.7 2 1 1 ## 470 0.0368020 0.67453000 -0.337790 50 157 125.40 0.7 2 1 1 ## 471 0.0368020 0.67453000 -0.337790 50 157 125.40 0.7 2 1 1 ## 472 0.0368020 0.67453000 -0.337790 50 157 125.40 0.7 2 1 1 ## 473 0.0368020 0.67453000 -0.337790 50 157 125.40 0.7 2 1 1 ## 474 0.0368020 0.67453000 -0.337790 50 157 125.40 0.7 2 1 1 ## 475 0.0368020 0.67453000 -0.337790 50 157 125.40 0.7 2 1 1 ## 476 0.0368020 0.67453000 -0.337790 50 157 125.40 0.7 2 1 1 ## 477 0.0368020 0.67453000 -0.337790 50 157 125.40 0.7 2 1 1 ## 478 0.5630700 -0.66706000 0.169760 62 147 51.03 0.8 2 2 0 ## 479 0.5630700 -0.66706000 0.169760 62 147 51.03 0.8 2 2 0 ## 480 0.5630700 -0.66706000 0.169760 62 147 51.03 0.8 2 2 0 ## 481 0.5630700 -0.66706000 0.169760 62 147 51.03 0.8 2 2 0 ## 482 0.5630700 -0.66706000 0.169760 62 147 51.03 0.8 2 2 0 ## 483 0.5630700 -0.66706000 0.169760 62 147 51.03 0.8 2 2 0 ## 484 0.5630700 -0.66706000 0.169760 62 147 51.03 0.8 2 2 0 ## 485 0.5630700 -0.66706000 0.169760 62 147 51.03 0.8 2 2 0 ## 486 0.5630700 -0.66706000 0.169760 62 147 51.03 0.8 2 2 0 ## 487 0.5630700 -0.66706000 0.169760 62 147 51.03 0.8 2 2 0 ## 488 0.5630700 -0.66706000 0.169760 62 147 51.03 0.8 2 2 0 ## 489 -0.5228900 0.04559300 -0.099348 48 185 96.30 1.1 1 2 0 ## 490 -0.5228900 0.04559300 -0.099348 48 185 96.30 1.1 1 2 0 ## 491 -0.5228900 0.04559300 -0.099348 48 185 96.30 1.1 1 2 0 ## 492 -0.5228900 0.04559300 -0.099348 48 185 96.30 1.1 1 2 0 ## 493 -0.5228900 0.04559300 -0.099348 48 185 96.30 1.1 1 2 0 ## 494 -0.5228900 0.04559300 -0.099348 48 185 96.30 1.1 1 2 0 ## 495 -0.5228900 0.04559300 -0.099348 48 185 96.30 1.1 1 2 0 ## 496 -0.5228900 0.04559300 -0.099348 48 185 96.30 1.1 1 2 0 ## 497 -0.5228900 0.04559300 -0.099348 48 185 96.30 1.1 1 2 0 ## 498 -0.5228900 0.04559300 -0.099348 48 185 96.30 1.1 1 2 0 ## 499 -0.4128000 0.27905000 -0.319890 57 165 70.53 1.0 2 1 0 ## 500 -0.4128000 0.27905000 -0.319890 57 165 70.53 1.0 2 1 0 ## 501 -0.4128000 0.27905000 -0.319890 57 165 70.53 1.0 2 1 0 ## 502 -0.4128000 0.27905000 -0.319890 57 165 70.53 1.0 2 1 0 ## 503 -0.4128000 0.27905000 -0.319890 57 165 70.53 1.0 2 1 0 ## 504 -0.4128000 0.27905000 -0.319890 57 165 70.53 1.0 2 1 0 ## 505 -0.4128000 0.27905000 -0.319890 57 165 70.53 1.0 2 1 0 ## 506 -0.4128000 0.27905000 -0.319890 57 165 70.53 1.0 2 1 0 ## 507 -0.4128000 0.27905000 -0.319890 57 165 70.53 1.0 2 1 0 ## 508 -0.4128000 0.27905000 -0.319890 57 165 70.53 1.0 2 1 0 ## 509 -0.4128000 0.27905000 -0.319890 57 165 70.53 1.0 2 1 0 ## 510 -0.2152900 -0.50303000 0.055032 67 160 83.24 1.0 2 1 0 ## 511 -0.2152900 -0.50303000 0.055032 67 160 83.24 1.0 2 1 0 ## 512 -0.2152900 -0.50303000 0.055032 67 160 83.24 1.0 2 1 0 ## 513 -0.2152900 -0.50303000 0.055032 67 160 83.24 1.0 2 1 0 ## 514 -0.2152900 -0.50303000 0.055032 67 160 83.24 1.0 2 1 0 ## 515 -0.2152900 -0.50303000 0.055032 67 160 83.24 1.0 2 1 0 ## 516 -0.2152900 -0.50303000 0.055032 67 160 83.24 1.0 2 1 0 ## 517 -0.2152900 -0.50303000 0.055032 67 160 83.24 1.0 2 1 0 ## 518 -0.2152900 -0.50303000 0.055032 67 160 83.24 1.0 2 1 0 ## 519 -0.2152900 -0.50303000 0.055032 67 160 83.24 1.0 2 1 0 ## 520 -0.2152900 -0.50303000 0.055032 67 160 83.24 1.0 2 1 0 ## 521 0.8428000 0.16313000 -1.094900 39 169 78.25 1.0 2 2 1 ## 522 0.8428000 0.16313000 -1.094900 39 169 78.25 1.0 2 2 1 ## 523 0.8428000 0.16313000 -1.094900 39 169 78.25 1.0 2 2 1 ## 524 0.8428000 0.16313000 -1.094900 39 169 78.25 1.0 2 2 1 ## 525 0.8428000 0.16313000 -1.094900 39 169 78.25 1.0 2 2 1 ## 526 0.8428000 0.16313000 -1.094900 39 169 78.25 1.0 2 2 1 ## 527 0.8428000 0.16313000 -1.094900 39 169 78.25 1.0 2 2 1 ## 528 0.8428000 0.16313000 -1.094900 39 169 78.25 1.0 2 2 1 ## 529 0.8428000 0.16313000 -1.094900 39 169 78.25 1.0 2 2 1 ## 530 0.8428000 0.16313000 -1.094900 39 169 78.25 1.0 2 2 1 ## 531 0.8428000 0.16313000 -1.094900 39 169 78.25 1.0 2 2 1 ## 532 0.5742300 -0.28704000 0.091381 47 168 72.12 0.7 2 1 0 ## 533 0.5742300 -0.28704000 0.091381 47 168 72.12 0.7 2 1 0 ## 534 0.5742300 -0.28704000 0.091381 47 168 72.12 0.7 2 1 0 ## 535 0.5742300 -0.28704000 0.091381 47 168 72.12 0.7 2 1 0 ## 536 0.5742300 -0.28704000 0.091381 47 168 72.12 0.7 2 1 0 ## 537 0.5742300 -0.28704000 0.091381 47 168 72.12 0.7 2 1 0 ## 538 0.5742300 -0.28704000 0.091381 47 168 72.12 0.7 2 1 0 ## 539 0.5742300 -0.28704000 0.091381 47 168 72.12 0.7 2 1 0 ## 540 0.5742300 -0.28704000 0.091381 47 168 72.12 0.7 2 1 0 ## 541 0.5742300 -0.28704000 0.091381 47 168 72.12 0.7 2 1 0 ## 542 -0.5498400 -0.28522000 0.474490 36 157 88.45 0.9 2 2 0 ## 543 -0.5498400 -0.28522000 0.474490 36 157 88.45 0.9 2 2 0 ## 544 -0.5498400 -0.28522000 0.474490 36 157 88.45 0.9 2 2 0 ## 545 -0.5498400 -0.28522000 0.474490 36 157 88.45 0.9 2 2 0 ## 546 -0.5498400 -0.28522000 0.474490 36 157 88.45 0.9 2 2 0 ## 547 -0.5498400 -0.28522000 0.474490 36 157 88.45 0.9 2 2 0 ## 548 -0.5498400 -0.28522000 0.474490 36 157 88.45 0.9 2 2 0 ## 549 0.3204900 0.46845000 -1.935400 63 173 73.94 0.9 1 1 0 ## 550 0.3204900 0.46845000 -1.935400 63 173 73.94 0.9 1 1 0 ## 551 0.3204900 0.46845000 -1.935400 63 173 73.94 0.9 1 1 0 ## 552 0.3204900 0.46845000 -1.935400 63 173 73.94 0.9 1 1 0 ## 553 0.3204900 0.46845000 -1.935400 63 173 73.94 0.9 1 1 0 ## 554 0.3204900 0.46845000 -1.935400 63 173 73.94 0.9 1 1 0 ## 555 0.3204900 0.46845000 -1.935400 63 173 73.94 0.9 1 1 0 ## 556 0.3204900 0.46845000 -1.935400 63 173 73.94 0.9 1 1 0 ## 557 0.3204900 0.46845000 -1.935400 63 173 73.94 0.9 1 1 0 ## 558 0.3204900 0.46845000 -1.935400 63 173 73.94 0.9 1 1 0 ## 559 0.3204900 0.46845000 -1.935400 63 173 73.94 0.9 1 1 0 ## 560 0.5628900 0.22471000 0.352630 61 178 67.27 1.1 1 1 0 ## 561 0.5628900 0.22471000 0.352630 61 178 67.27 1.1 1 1 0 ## 562 0.5628900 0.22471000 0.352630 61 178 67.27 1.1 1 1 0 ## 563 0.5628900 0.22471000 0.352630 61 178 67.27 1.1 1 1 0 ## 564 0.5628900 0.22471000 0.352630 61 178 67.27 1.1 1 1 0 ## 565 0.5628900 0.22471000 0.352630 61 178 67.27 1.1 1 1 0 ## 566 0.5628900 0.22471000 0.352630 61 178 67.27 1.1 1 1 0 ## 567 0.5628900 0.22471000 0.352630 61 178 67.27 1.1 1 1 0 ## 568 -0.5487700 0.06073900 -0.486440 53 157 55.02 0.8 2 1 0 ## 569 -0.5487700 0.06073900 -0.486440 53 157 55.02 0.8 2 1 0 ## 570 -0.5487700 0.06073900 -0.486440 53 157 55.02 0.8 2 1 0 ## 571 -0.5487700 0.06073900 -0.486440 53 157 55.02 0.8 2 1 0 ## 572 -0.5487700 0.06073900 -0.486440 53 157 55.02 0.8 2 1 0 ## 573 -0.5487700 0.06073900 -0.486440 53 157 55.02 0.8 2 1 0 ## 574 -0.5487700 0.06073900 -0.486440 53 157 55.02 0.8 2 1 0 ## 575 -0.5487700 0.06073900 -0.486440 53 157 55.02 0.8 2 1 0 ## 576 -0.5487700 0.06073900 -0.486440 53 157 55.02 0.8 2 1 0 ## 577 -0.0046978 -0.28592000 0.674930 55 173 78.70 1.1 1 1 0 ## 578 -0.0046978 -0.28592000 0.674930 55 173 78.70 1.1 1 1 0 ## 579 -0.0046978 -0.28592000 0.674930 55 173 78.70 1.1 1 1 0 ## 580 -0.0046978 -0.28592000 0.674930 55 173 78.70 1.1 1 1 0 ## 581 -0.0046978 -0.28592000 0.674930 55 173 78.70 1.1 1 1 0 ## 582 -0.0046978 -0.28592000 0.674930 55 173 78.70 1.1 1 1 0 ## 583 -0.0046978 -0.28592000 0.674930 55 173 78.70 1.1 1 1 0 ## 584 -0.0046978 -0.28592000 0.674930 55 173 78.70 1.1 1 1 0 ## 585 -0.0046978 -0.28592000 0.674930 55 173 78.70 1.1 1 1 0 ## 586 -0.0046978 -0.28592000 0.674930 55 173 78.70 1.1 1 1 0 ## 587 -0.0046978 -0.28592000 0.674930 55 173 78.70 1.1 1 1 0 ## 588 0.4041700 -0.10807000 0.502120 58 179 94.57 1.0 1 1 0 ## 589 0.4041700 -0.10807000 0.502120 58 179 94.57 1.0 1 1 0 ## 590 0.4041700 -0.10807000 0.502120 58 179 94.57 1.0 1 1 0 ## 591 0.4041700 -0.10807000 0.502120 58 179 94.57 1.0 1 1 0 ## 592 0.4041700 -0.10807000 0.502120 58 179 94.57 1.0 1 1 0 ## 593 0.4041700 -0.10807000 0.502120 58 179 94.57 1.0 1 1 0 ## 594 0.4041700 -0.10807000 0.502120 58 179 94.57 1.0 1 1 0 ## 595 0.4041700 -0.10807000 0.502120 58 179 94.57 1.0 1 1 0 ## 596 0.4041700 -0.10807000 0.502120 58 179 94.57 1.0 1 1 0 ## 597 0.4041700 -0.10807000 0.502120 58 179 94.57 1.0 1 1 0 ## 598 0.4041700 -0.10807000 0.502120 58 179 94.57 1.0 1 1 0 ## 599 -0.3972100 0.02430100 0.263420 56 179 102.30 1.2 1 1 0 ## 600 -0.3972100 0.02430100 0.263420 56 179 102.30 1.2 1 1 0 ## 601 -0.3972100 0.02430100 0.263420 56 179 102.30 1.2 1 1 0 ## 602 -0.3972100 0.02430100 0.263420 56 179 102.30 1.2 1 1 0 ## 603 -0.3972100 0.02430100 0.263420 56 179 102.30 1.2 1 1 0 ## 604 -0.3972100 0.02430100 0.263420 56 179 102.30 1.2 1 1 0 ## 605 -0.3972100 0.02430100 0.263420 56 179 102.30 1.2 1 1 0 ## 606 -0.3972100 0.02430100 0.263420 56 179 102.30 1.2 1 1 0 ## 607 -0.3972100 0.02430100 0.263420 56 179 102.30 1.2 1 1 0 ## 608 -0.3972100 0.02430100 0.263420 56 179 102.30 1.2 1 1 0 ## 609 -0.0438400 -0.30920000 -0.184750 66 182 94.80 1.1 1 1 0 ## 610 -0.0438400 -0.30920000 -0.184750 66 182 94.80 1.1 1 1 0 ## 611 -0.0438400 -0.30920000 -0.184750 66 182 94.80 1.1 1 1 0 ## 612 -0.0438400 -0.30920000 -0.184750 66 182 94.80 1.1 1 1 0 ## 613 -0.0438400 -0.30920000 -0.184750 66 182 94.80 1.1 1 1 0 ## 614 -0.0438400 -0.30920000 -0.184750 66 182 94.80 1.1 1 1 0 ## 615 -0.0438400 -0.30920000 -0.184750 66 182 94.80 1.1 1 1 0 ## 616 -0.0438400 -0.30920000 -0.184750 66 182 94.80 1.1 1 1 0 ## 617 -0.0438400 -0.30920000 -0.184750 66 182 94.80 1.1 1 1 0 ## 618 -0.0438400 -0.30920000 -0.184750 66 182 94.80 1.1 1 1 0 ## 619 0.1369200 0.14186000 -0.815440 48 183 111.80 1.2 1 1 0 ## 620 0.1369200 0.14186000 -0.815440 48 183 111.80 1.2 1 1 0 ## 621 0.1369200 0.14186000 -0.815440 48 183 111.80 1.2 1 1 0 ## 622 0.1369200 0.14186000 -0.815440 48 183 111.80 1.2 1 1 0 ## 623 0.1369200 0.14186000 -0.815440 48 183 111.80 1.2 1 1 0 ## 624 0.1369200 0.14186000 -0.815440 48 183 111.80 1.2 1 1 0 ## 625 0.1369200 0.14186000 -0.815440 48 183 111.80 1.2 1 1 0 ## 626 0.1369200 0.14186000 -0.815440 48 183 111.80 1.2 1 1 0 ## 627 0.1369200 0.14186000 -0.815440 48 183 111.80 1.2 1 1 0 ## 628 0.1369200 0.14186000 -0.815440 48 183 111.80 1.2 1 1 0 ## 629 0.1369200 0.14186000 -0.815440 48 183 111.80 1.2 1 1 0 ## 630 -0.6175700 0.60810000 -0.307400 64 180 99.79 1.1 1 1 0 ## 631 -0.6175700 0.60810000 -0.307400 64 180 99.79 1.1 1 1 0 ## 632 -0.6175700 0.60810000 -0.307400 64 180 99.79 1.1 1 1 0 ## 633 -0.6175700 0.60810000 -0.307400 64 180 99.79 1.1 1 1 0 ## 634 -0.6175700 0.60810000 -0.307400 64 180 99.79 1.1 1 1 0 ## 635 -0.6175700 0.60810000 -0.307400 64 180 99.79 1.1 1 1 0 ## 636 -0.6175700 0.60810000 -0.307400 64 180 99.79 1.1 1 1 0 ## 637 -0.6175700 0.60810000 -0.307400 64 180 99.79 1.1 1 1 0 ## 638 -0.6175700 0.60810000 -0.307400 64 180 99.79 1.1 1 1 0 ## 639 -0.6175700 0.60810000 -0.307400 64 180 99.79 1.1 1 1 0 ## 640 -0.6175700 0.60810000 -0.307400 64 180 99.79 1.1 1 1 0 ## HCTZ PROP CON OCC DV PRED RES WRES ## 1 1 1 1 0 0.00 0.00000 0.0000000 0.0000000 ## 2 1 1 1 0 71.74 86.41800 -14.6780000 -0.1046800 ## 3 1 1 1 0 72.61 89.00800 -16.3980000 -0.7589000 ## 4 1 1 1 0 88.01 75.46800 12.5420000 1.2075000 ## 5 1 1 1 0 53.13 61.03600 -7.9060000 -1.5386000 ## 6 1 1 1 0 56.83 48.71100 8.1188000 -0.1152000 ## 7 1 1 1 0 51.94 38.72400 13.2160000 0.3580400 ## 8 1 1 1 0 52.89 30.74800 22.1420000 2.0247000 ## 9 1 1 1 0 26.95 19.37200 7.5781000 -1.3045000 ## 10 1 1 1 0 26.17 12.20200 13.9680000 1.3377000 ## 11 0 0 0 0 0.00 0.00000 0.0000000 0.0000000 ## 12 0 0 0 0 108.75 86.41800 22.3320000 0.7885000 ## 13 0 0 0 0 96.60 89.00800 7.5921000 0.2056300 ## 14 0 0 0 0 81.00 75.46800 5.5322000 -0.1610800 ## 15 0 0 0 0 77.07 61.03600 16.0340000 0.3367900 ## 16 0 0 0 0 64.57 48.71100 15.8590000 -0.4293500 ## 17 0 0 0 0 50.21 38.72400 11.4860000 -1.9657000 ## 18 0 0 0 0 64.58 30.74800 33.8320000 1.7130000 ## 19 0 0 0 0 50.54 24.40700 26.1330000 -0.0245470 ## 20 0 0 0 0 41.56 15.37500 26.1850000 0.4600500 ## 21 0 0 0 0 42.46 9.68460 32.7750000 5.4087000 ## 22 0 0 0 0 0.00 0.00000 0.0000000 0.0000000 ## 23 0 0 0 0 9.35 8.64180 0.7082200 0.4329000 ## 24 0 0 0 0 8.66 8.90080 -0.2407900 -0.2000400 ## 25 0 0 0 0 8.18 7.54680 0.6332200 0.2378000 ## 26 0 0 0 0 6.19 6.10360 0.0863950 -0.9516600 ## 27 0 0 0 0 7.08 4.87110 2.2089000 1.2177000 ## 28 0 0 0 0 4.68 3.87240 0.8076300 -1.4248000 ## 29 0 0 0 0 5.30 3.07480 2.2252000 0.8501900 ## 30 0 0 0 0 4.20 2.44070 1.7593000 -0.2344000 ## 31 0 0 0 0 3.92 1.53750 2.3825000 2.1772000 ## 32 0 0 0 0 2.75 0.96846 1.7815000 1.4402000 ## 33 0 0 0 0 0.00 0.00000 0.0000000 0.0000000 ## 34 0 0 0 0 63.15 43.20900 19.9410000 0.4473600 ## 35 0 0 0 0 62.41 44.50400 17.9060000 1.5121000 ## 36 0 0 0 0 41.05 37.73400 3.3161000 0.2790000 ## 37 0 0 0 0 24.31 30.51800 -6.2080000 -0.9520100 ## 38 0 0 0 0 18.17 24.35600 -6.1856000 -0.5277300 ## 39 0 0 0 0 13.23 19.36200 -6.1319000 -0.2349800 ## 40 0 0 0 0 8.48 15.37400 -6.8942000 -0.4056700 ## 41 0 0 0 0 3.92 9.68590 -5.7659000 -0.0433470 ## 42 0 0 0 0 1.76 6.10120 -4.3412000 0.3823900 ## 43 0 0 1 0 0.00 0.00000 0.0000000 0.0000000 ## 44 0 0 1 0 21.49 17.28400 4.2064000 1.1866000 ## 45 0 0 1 0 14.87 17.80200 -2.9316000 -1.4188000 ## 46 0 0 1 0 15.17 15.09400 0.0764420 -0.3857700 ## 47 0 0 1 0 13.68 12.20700 1.4728000 -0.0473140 ## 48 0 0 1 0 14.83 9.74220 5.0878000 2.0694000 ## 49 0 0 1 0 9.86 7.74470 2.1153000 -0.3700300 ## 50 0 0 1 0 8.75 6.14970 2.6003000 -0.1412700 ## 51 0 0 1 0 7.77 3.87440 3.8956000 1.7438000 ## 52 0 0 1 0 4.36 2.44050 1.9195000 -0.7673200 ## 53 1 1 1 0 0.00 0.00000 0.0000000 0.0000000 ## 54 1 1 1 0 74.53 86.41800 -11.8880000 0.1878600 ## 55 1 1 1 0 63.02 89.00800 -25.9880000 -2.0608000 ## 56 1 1 1 0 100.46 75.46800 24.9920000 1.6366000 ## 57 1 1 1 0 84.92 61.03600 23.8840000 1.3909000 ## 58 1 1 1 0 59.01 48.71100 10.2990000 -0.4326400 ## 59 1 1 1 0 53.87 38.72400 15.1460000 0.2855400 ## 60 1 1 1 0 45.15 30.74800 14.4020000 0.3112900 ## 61 1 1 1 0 33.88 24.40700 9.4727000 -0.5882100 ## 62 1 1 1 0 26.27 15.37500 10.8950000 0.4373300 ## 63 1 1 1 0 0.00 0.00000 0.0000000 0.0000000 ## 64 1 1 1 0 184.78 86.41800 98.3620000 2.2384000 ## 65 1 1 1 0 142.73 89.00800 53.7220000 1.2010000 ## 66 1 1 1 0 86.18 75.46800 10.7120000 -0.6598200 ## 67 1 1 1 0 65.65 61.03600 4.6140000 -0.2778000 ## 68 1 1 1 0 55.07 48.71100 6.3588000 0.6249000 ## 69 1 1 1 0 37.95 38.72400 -0.7737400 -0.0320410 ## 70 1 1 1 0 23.25 24.40700 -1.1573000 0.3174400 ## 71 1 0 0 0 0.00 0.00000 0.0000000 0.0000000 ## 72 1 0 0 0 37.72 43.20900 -5.4889000 0.3581300 ## 73 1 0 0 0 19.15 44.50400 -25.3540000 -1.6325000 ## 74 1 0 0 0 14.41 37.73400 -23.3240000 -1.1230000 ## 75 1 0 0 0 11.89 30.51800 -18.6280000 -0.4161400 ## 76 1 0 0 0 5.48 24.35600 -18.8760000 -1.0534000 ## 77 1 0 0 0 4.93 19.36200 -14.4320000 -0.4265600 ## 78 1 0 0 0 4.01 15.37400 -11.3640000 -0.0415680 ## 79 1 0 0 0 1.54 9.68590 -8.1459000 -0.0933550 ## 80 1 0 0 0 0.60 6.10120 -5.5012000 0.0182380 ## 81 1 0 1 0 0.00 0.00000 0.0000000 0.0000000 ## 82 1 0 1 0 52.58 43.20900 9.3711000 -0.0440400 ## 83 1 0 1 0 57.71 44.50400 13.2060000 1.4433000 ## 84 1 0 1 0 36.23 37.73400 -1.5039000 -0.2411200 ## 85 1 0 1 0 26.13 30.51800 -4.3880000 -0.2810900 ## 86 1 0 1 0 18.07 24.35600 -6.2856000 -0.3939600 ## 87 1 0 1 0 10.83 19.36200 -8.5319000 -0.9388200 ## 88 1 0 1 0 5.49 12.20400 -6.7137000 -0.3228700 ## 89 1 0 1 0 3.05 7.68740 -4.6374000 0.4733600 ## 90 1 1 1 0 0.00 0.00000 0.0000000 0.0000000 ## 91 1 1 1 0 61.76 43.20900 18.5510000 1.9490000 ## 92 1 1 1 0 18.40 44.50400 -26.1040000 -2.2177000 ## 93 1 1 1 0 4.82 37.73400 -32.9140000 -2.3910000 ## 94 1 1 1 0 0.08 19.36200 -19.2820000 -0.5936900 ## 95 1 1 1 0 0.01 12.20400 -12.1940000 0.1593100 ## 96 0 0 1 0 0.00 0.00000 0.0000000 0.0000000 ## 97 0 0 1 0 16.63 17.28400 -0.6535600 0.0527370 ## 98 0 0 1 0 16.48 17.80200 -1.3216000 0.0625720 ## 99 0 0 1 0 11.11 15.09400 -3.9836000 -1.2067000 ## 100 0 0 1 0 11.98 12.20700 -0.2272100 0.5516600 ## 101 0 0 1 0 7.73 9.74220 -2.0122000 -0.8340600 ## 102 0 0 1 0 8.08 7.74470 0.3352500 0.7322900 ## 103 0 0 1 0 5.74 6.14970 -0.4096900 -0.1247500 ## 104 0 0 1 0 3.87 3.87440 -0.0043778 -0.0254460 ## 105 0 0 1 0 2.73 2.44050 0.2895200 0.2845800 ## 106 0 0 0 0 0.00 0.00000 0.0000000 0.0000000 ## 107 0 0 0 0 13.98 17.28400 -3.3036000 -0.2248100 ## 108 0 0 0 0 12.08 17.80200 -5.7216000 -0.6398200 ## 109 0 0 0 0 9.14 15.09400 -5.9536000 -0.6147700 ## 110 0 0 0 0 7.21 12.20700 -4.9972000 -0.1663700 ## 111 0 0 0 0 4.76 9.74220 -4.9822000 -0.3438600 ## 112 0 0 0 0 2.50 7.74470 -5.2447000 -0.9313700 ## 113 0 0 0 0 1.79 6.14970 -4.3597000 -0.6245000 ## 114 0 0 0 0 1.32 4.88150 -3.5615000 -0.2851000 ## 115 0 0 0 0 0.62 3.07500 -2.4550000 0.1267500 ## 116 0 0 0 0 0.16 1.93690 -1.7769000 0.1974400 ## 117 0 0 1 0 0.00 0.00000 0.0000000 0.0000000 ## 118 0 0 1 0 27.05 17.28400 9.7664000 1.3162000 ## 119 0 0 1 0 19.34 17.80200 1.5384000 -0.2032300 ## 120 0 0 1 0 13.79 15.09400 -1.3036000 -0.2773100 ## 121 0 0 1 0 10.04 12.20700 -2.1672000 -0.1149000 ## 122 0 0 1 0 7.52 9.74220 -2.2222000 0.1497800 ## 123 0 0 1 0 3.78 7.74470 -3.9647000 -1.2185000 ## 124 0 0 1 0 3.47 6.14970 -2.6797000 -0.2328100 ## 125 0 0 1 0 3.10 4.88150 -1.7815000 0.6045400 ## 126 0 0 1 0 1.01 3.07500 -2.0650000 -0.3626600 ## 127 0 0 1 0 0.60 1.93690 -1.3369000 0.1924700 ## 128 1 0 1 0 0.00 0.00000 0.0000000 0.0000000 ## 129 1 0 1 0 8.88 17.28400 -8.4036000 -0.7630900 ## 130 1 0 1 0 11.07 17.80200 -6.7316000 -0.9374600 ## 131 1 0 1 0 14.29 15.09400 -0.8035600 0.7729700 ## 132 1 0 1 0 8.91 12.20700 -3.2972000 -1.3204000 ## 133 1 0 1 0 9.92 9.74220 0.1777500 0.1982200 ## 134 1 0 1 0 8.80 7.74470 1.0553000 0.4668600 ## 135 1 0 1 0 6.79 6.14970 0.6403100 -0.2555600 ## 136 1 0 1 0 5.76 4.88150 0.8785400 -0.2871200 ## 137 1 0 1 0 4.00 3.07500 0.9250300 -0.5526400 ## 138 1 0 1 0 4.02 1.93690 2.0831000 2.1753000 ## 139 0 0 1 0 0.00 0.00000 0.0000000 0.0000000 ## 140 0 0 1 0 9.79 17.28400 -7.4936000 -0.7231900 ## 141 0 0 1 0 16.00 17.80200 -1.8016000 -0.2099000 ## 142 0 0 1 0 15.77 15.09400 0.6764400 -0.5643600 ## 143 0 0 1 0 17.11 12.20700 4.9028000 0.7863200 ## 144 0 0 1 0 16.56 9.74220 6.8178000 1.7317000 ## 145 0 0 1 0 11.53 7.74470 3.7853000 -0.7409200 ## 146 0 0 1 0 12.31 6.14970 6.1603000 1.5476000 ## 147 0 0 1 0 8.91 4.88150 4.0285000 -0.4824800 ## 148 0 0 1 0 7.08 3.07500 4.0050000 0.4530500 ## 149 0 0 1 0 4.96 1.93690 3.0231000 0.1648600 ## 150 1 0 0 0 0.00 0.00000 0.0000000 0.0000000 ## 151 1 0 0 0 176.18 86.41800 89.7620000 2.3031000 ## 152 1 0 0 0 138.65 89.00800 49.6420000 0.2759400 ## 153 1 0 0 0 112.75 75.46800 37.2820000 0.2054100 ## 154 1 0 0 0 93.39 61.03600 32.3540000 0.3705000 ## 155 1 0 0 0 86.78 48.71100 38.0690000 1.7808000 ## 156 1 0 0 0 66.81 38.72400 28.0860000 0.9480500 ## 157 1 0 0 0 46.65 30.74800 15.9020000 -0.8026900 ## 158 1 0 0 0 45.43 24.40700 21.0230000 0.8812200 ## 159 1 0 0 0 31.86 15.37500 16.4850000 1.1844000 ## 160 1 0 0 0 16.42 9.68460 6.7354000 -1.2682000 ## 161 1 0 1 0 0.00 0.00000 0.0000000 0.0000000 ## 162 1 0 1 0 56.35 43.20900 13.1410000 0.8167300 ## 163 1 0 1 0 47.18 44.50400 2.6760000 -0.4904200 ## 164 1 0 1 0 44.91 37.73400 7.1761000 0.4632300 ## 165 1 0 1 0 41.94 30.51800 11.4220000 1.5409000 ## 166 1 0 1 0 29.04 24.35600 4.6844000 -0.1086600 ## 167 1 0 1 0 17.36 19.36200 -2.0019000 -2.4648000 ## 168 1 0 1 0 22.15 15.37400 6.7758000 0.6181100 ## 169 1 0 1 0 18.05 12.20400 5.8463000 0.3571800 ## 170 1 0 1 0 13.64 7.68740 5.9526000 0.9791300 ## 171 1 0 1 0 10.16 4.84230 5.3177000 1.5056000 ## 172 0 0 1 0 0.00 0.00000 0.0000000 0.0000000 ## 173 0 0 1 0 56.37 43.20900 13.1610000 0.9526300 ## 174 0 0 1 0 47.02 44.50400 2.5160000 -0.9587600 ## 175 0 0 1 0 58.38 37.73400 20.6460000 2.0735000 ## 176 0 0 1 0 36.77 30.51800 6.2520000 -1.1225000 ## 177 0 0 1 0 38.95 24.35600 14.5940000 0.7999500 ## 178 0 0 1 0 28.99 19.36200 9.6281000 -0.7622200 ## 179 0 0 1 0 32.83 15.37400 17.4560000 2.4129000 ## 180 0 0 1 0 24.78 12.20400 12.5760000 0.8336600 ## 181 0 0 1 0 16.52 7.68740 8.8326000 -0.1377700 ## 182 0 0 1 0 12.04 4.84230 7.1977000 0.0893640 ## 183 0 0 1 0 0.00 0.00000 0.0000000 0.0000000 ## 184 0 0 1 0 10.88 17.28400 -6.4036000 -0.3056700 ## 185 0 0 1 0 11.89 17.80200 -5.9116000 -0.9129400 ## 186 0 0 1 0 9.42 15.09400 -5.6736000 -1.8347000 ## 187 0 0 1 0 13.67 12.20700 1.4628000 1.2351000 ## 188 0 0 1 0 10.97 9.74220 1.2278000 0.8110100 ## 189 0 0 1 0 9.21 7.74470 1.4653000 0.8004800 ## 190 0 0 1 0 6.33 6.14970 0.1803100 -0.6032500 ## 191 0 0 1 0 4.95 3.87440 1.0756000 0.2100400 ## 192 0 0 1 0 2.85 2.44050 0.4095200 -0.8834200 ## 193 1 0 1 0 0.00 0.00000 0.0000000 0.0000000 ## 194 1 0 1 0 2.23 8.64180 -6.4118000 -1.3363000 ## 195 1 0 1 0 3.53 7.54680 -4.0168000 -1.5215000 ## 196 1 0 1 0 4.13 6.10360 -1.9736000 -0.3549100 ## 197 1 0 1 0 3.84 4.87110 -1.0311000 0.1707500 ## 198 1 0 1 0 2.90 3.87240 -0.9723700 -0.3125800 ## 199 1 0 1 0 2.61 3.07480 -0.4648500 0.1279000 ## 200 1 0 1 0 2.50 2.44070 0.0592690 0.9663800 ## 201 1 0 1 0 1.43 1.53750 -0.1074800 0.0325670 ## 202 1 0 1 0 0.66 0.96846 -0.3084600 -1.3870000 ## 203 1 0 1 0 0.00 0.00000 0.0000000 0.0000000 ## 204 1 0 1 0 19.76 30.24600 -10.4860000 -0.7882200 ## 205 1 0 1 0 23.99 31.15300 -7.1628000 0.1410700 ## 206 1 0 1 0 15.86 26.41400 -10.5540000 -0.7553300 ## 207 1 0 1 0 12.01 21.36300 -9.3526000 -0.5786700 ## 208 1 0 1 0 7.70 17.04900 -9.3489000 -0.8464900 ## 209 1 0 1 0 6.29 13.55300 -7.2633000 -0.2496300 ## 210 1 0 1 0 4.11 10.76200 -6.6520000 -0.2844400 ## 211 1 0 1 0 0.00 0.00000 0.0000000 0.0000000 ## 212 1 0 1 0 15.43 30.24600 -14.8160000 -0.5491600 ## 213 1 0 1 0 17.58 31.15300 -13.5730000 -0.6875500 ## 214 1 0 1 0 17.85 26.41400 -8.5637000 -0.6179800 ## 215 1 0 1 0 17.46 21.36300 -3.9026000 -0.5683400 ## 216 1 0 1 0 14.53 17.04900 -2.5189000 -1.4462000 ## 217 1 0 1 0 17.52 13.55300 3.9667000 0.2799700 ## 218 1 0 1 0 15.93 10.76200 5.1680000 0.1594100 ## 219 1 0 1 0 15.72 8.54260 7.1774000 0.9870900 ## 220 1 0 1 0 12.62 5.38120 7.2388000 1.0645000 ## 221 1 0 1 0 10.71 3.38960 7.3204000 2.3721000 ## 222 0 0 0 0 0.00 0.00000 0.0000000 0.0000000 ## 223 0 0 0 0 15.35 30.24600 -14.8960000 -0.3807800 ## 224 0 0 0 0 16.73 31.15300 -14.4230000 -1.9738000 ## 225 0 0 0 0 29.66 26.41400 3.2463000 0.7666200 ## 226 0 0 0 0 29.59 21.36300 8.2274000 1.2045000 ## 227 0 0 0 0 24.34 17.04900 7.2911000 0.0760030 ## 228 0 0 0 0 19.81 13.55300 6.2567000 -1.0712000 ## 229 0 0 0 0 25.61 10.76200 14.8480000 3.3746000 ## 230 0 0 0 0 12.90 8.54260 4.3574000 -3.2514000 ## 231 0 0 0 0 14.45 5.38120 9.0688000 0.8283500 ## 232 0 0 0 0 12.65 3.38960 9.2604000 3.2901000 ## 233 1 0 1 0 0.00 0.00000 0.0000000 0.0000000 ## 234 1 0 1 0 28.33 30.24600 -1.9162000 0.0596700 ## 235 1 0 1 0 23.91 31.15300 -7.2428000 -0.8256700 ## 236 1 0 1 0 22.45 26.41400 -3.9637000 0.1329300 ## 237 1 0 1 0 15.55 21.36300 -5.8126000 -0.3655400 ## 238 1 0 1 0 12.41 17.04900 -4.6389000 0.0159090 ## 239 1 0 1 0 8.77 13.55300 -4.7833000 -0.1556000 ## 240 1 0 1 0 5.83 10.76200 -4.9320000 -0.4580100 ## 241 1 0 1 0 4.05 8.54260 -4.4926000 -0.4987500 ## 242 1 0 1 0 3.38 6.78020 -3.4002000 -0.0191180 ## 243 1 0 1 0 2.26 5.38120 -3.1212000 -0.1289100 ## 244 0 0 0 0 0.00 0.00000 0.0000000 0.0000000 ## 245 0 0 0 0 8.83 30.24600 -21.4160000 -1.0485000 ## 246 0 0 0 0 16.84 31.15300 -14.3130000 -1.0352000 ## 247 0 0 0 0 25.07 26.41400 -1.3437000 0.4787100 ## 248 0 0 0 0 19.91 21.36300 -1.4526000 -1.0219000 ## 249 0 0 0 0 20.68 17.04900 3.6311000 -0.4199200 ## 250 0 0 0 0 22.01 13.55300 8.4567000 0.9411800 ## 251 0 0 0 0 19.94 10.76200 9.1780000 0.9748000 ## 252 0 0 0 0 15.65 8.54260 7.1074000 -0.5216600 ## 253 0 0 0 0 14.46 5.38120 9.0788000 1.5548000 ## 254 0 0 0 0 10.65 3.38960 7.2604000 1.2194000 ## 255 0 0 0 0 0.00 0.00000 0.0000000 0.0000000 ## 256 0 0 0 0 40.74 43.20900 -2.4689000 -0.5567100 ## 257 0 0 0 0 54.32 44.50400 9.8160000 1.2218000 ## 258 0 0 0 0 37.44 37.73400 -0.2938900 -0.3753300 ## 259 0 0 0 0 29.80 30.51800 -0.7180200 -0.2547000 ## 260 0 0 0 0 26.36 24.35600 2.0044000 0.8036100 ## 261 0 0 0 0 17.04 19.36200 -2.3219000 -0.1913100 ## 262 0 0 0 0 13.14 15.37400 -2.2342000 0.0482940 ## 263 0 0 0 0 7.92 12.20400 -4.2837000 -0.7763400 ## 264 0 0 0 0 4.21 7.68740 -3.4774000 -0.4802900 ## 265 0 0 0 0 2.38 4.84230 -2.4623000 -0.0035721 ## 266 1 0 1 0 0.00 0.00000 0.0000000 0.0000000 ## 267 1 0 1 0 84.19 86.41800 -2.2278000 -0.0087724 ## 268 1 0 1 0 86.20 89.00800 -2.8079000 -0.0150950 ## 269 1 0 1 0 74.03 75.46800 -1.4378000 0.0250920 ## 270 1 0 1 0 58.20 61.03600 -2.8360000 -0.2802300 ## 271 1 0 1 0 47.00 48.71100 -1.7112000 -0.3401600 ## 272 1 0 1 0 40.57 38.72400 1.8463000 0.0539970 ## 273 1 0 1 0 31.51 30.74800 0.7615500 -0.2643100 ## 274 1 0 1 0 30.41 24.40700 6.0027000 0.8814800 ## 275 1 0 1 0 20.17 15.37500 4.7952000 0.7985900 ## 276 1 0 1 0 10.19 9.68460 0.5054500 -0.7755900 ## 277 1 1 1 0 0.00 0.00000 0.0000000 0.0000000 ## 278 1 1 1 0 22.06 86.41800 -64.3580000 -1.4038000 ## 279 1 1 1 0 40.41 75.46800 -35.0580000 -0.7718800 ## 280 1 1 1 0 34.71 61.03600 -26.3260000 -0.7881300 ## 281 1 1 1 0 26.09 48.71100 -22.6210000 -1.1968000 ## 282 1 1 1 0 28.70 38.72400 -10.0240000 0.0137490 ## 283 1 1 1 0 30.07 30.74800 -0.6784500 1.2974000 ## 284 1 1 1 0 19.96 24.40700 -4.4473000 0.0819480 ## 285 1 1 1 0 10.01 15.37500 -5.3648000 -1.1756000 ## 286 1 1 1 0 10.61 9.68460 0.9254500 0.6298800 ## 287 1 1 1 0 0.00 0.00000 0.0000000 0.0000000 ## 288 1 1 1 0 57.81 86.41800 -28.6080000 -1.0171000 ## 289 1 1 1 0 103.55 89.00800 14.5420000 1.5037000 ## 290 1 1 1 0 76.00 75.46800 0.5322100 -0.5235000 ## 291 1 1 1 0 72.99 61.03600 11.9540000 -0.0428260 ## 292 1 1 1 0 56.53 48.71100 7.8188000 -1.1581000 ## 293 1 1 1 0 60.08 38.72400 21.3560000 0.5892500 ## 294 1 1 1 0 57.04 30.74800 26.2920000 1.5879000 ## 295 1 1 1 0 37.89 24.40700 13.4830000 -1.1351000 ## 296 1 1 1 0 38.80 15.37500 23.4250000 2.4769000 ## 297 1 1 1 0 23.21 9.68460 13.5250000 0.1597400 ## 298 0 0 0 0 0.00 0.00000 0.0000000 0.0000000 ## 299 0 0 0 0 13.34 17.28400 -3.9436000 -0.5981800 ## 300 0 0 0 0 17.91 17.80200 0.1084200 0.3275900 ## 301 0 0 0 0 17.23 15.09400 2.1364000 0.7439700 ## 302 0 0 0 0 11.74 12.20700 -0.4672100 -1.0323000 ## 303 0 0 0 0 10.35 9.74220 0.6077500 -0.7557100 ## 304 0 0 0 0 10.74 7.74470 2.9953000 0.9828100 ## 305 0 0 0 0 9.40 6.14970 3.2503000 1.4048000 ## 306 0 0 0 0 6.42 4.88150 1.5385000 -0.3303800 ## 307 0 0 0 0 4.26 3.07500 1.1850000 -0.6478000 ## 308 0 0 0 0 3.56 1.93690 1.6231000 0.8438100 ## 309 1 0 1 0 0.00 0.00000 0.0000000 0.0000000 ## 310 1 0 1 0 17.32 30.24600 -12.9260000 -0.5028900 ## 311 1 0 1 0 17.54 31.15300 -13.6130000 -0.7219100 ## 312 1 0 1 0 12.74 26.41400 -13.6740000 -1.4278000 ## 313 1 0 1 0 14.73 21.36300 -6.6326000 -0.1076800 ## 314 1 0 1 0 13.02 17.04900 -4.0289000 0.1655500 ## 315 1 0 1 0 9.25 13.55300 -4.3033000 -0.6620100 ## 316 1 0 1 0 7.85 10.76200 -2.9120000 -0.6499700 ## 317 1 0 1 0 8.40 8.54260 -0.1425600 0.5523300 ## 318 1 0 1 0 5.16 5.38120 -0.2212000 -0.2945200 ## 319 1 0 1 0 5.04 3.38960 1.6504000 1.5090000 ## 320 0 0 0 0 0.00 0.00000 0.0000000 0.0000000 ## 321 0 0 0 0 105.94 86.41800 19.5220000 0.2722700 ## 322 0 0 0 0 120.44 89.00800 31.4320000 0.9209500 ## 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626 0 0 1 0 10.35 12.20400 -1.8537000 -1.3981000 ## 627 0 0 1 0 14.18 9.68590 4.4941000 1.8678000 ## 628 0 0 1 0 7.30 6.10120 1.1988000 -0.0470870 ## 629 0 0 1 0 4.51 4.84230 -0.3322800 -1.4289000 ## 630 0 0 1 0 0.00 0.00000 0.0000000 0.0000000 ## 631 0 0 1 0 19.94 43.20900 -23.2690000 -1.0476000 ## 632 0 0 1 0 33.94 44.50400 -10.5640000 0.4024500 ## 633 0 0 1 0 30.16 37.73400 -7.5739000 -0.1806400 ## 634 0 0 1 0 23.47 30.51800 -7.0480000 -1.4358000 ## 635 0 0 1 0 27.24 24.35600 2.8844000 -0.1906500 ## 636 0 0 1 0 25.67 19.36200 6.3081000 -0.1221800 ## 637 0 0 1 0 21.15 15.37400 5.7758000 -1.1615000 ## 638 0 0 1 0 20.40 9.68590 10.7140000 0.3550800 ## 639 0 0 1 0 18.13 7.68740 10.4430000 0.2946700 ## 640 0 0 1 0 20.18 4.84230 15.3380000 5.9987000 ## ## Slot "SData": ## NULL ## ## Slot "Data.firstonly": ## SUBJECT_NO ID ETA.1. ETA.2. ETA.3. ETC.1.1. ## 1 1 1 -0.26772900 0.198293000 -0.1636100 0.00412408 ## 2 2 2 -0.70969200 0.186058000 0.7368960 0.00645539 ## 3 3 3 -0.47619700 0.201518000 0.4357630 0.00401117 ## 4 4 4 0.09958920 -0.429317000 0.1509500 0.00320909 ## 5 5 5 -0.35294400 0.098026500 0.5243860 0.00327792 ## 6 6 6 -0.20940400 -0.049550700 -0.5076330 0.00340880 ## 7 7 7 -0.23061700 -0.492624000 0.7266330 0.00378973 ## 8 8 8 0.86495900 0.318342000 0.8994750 0.00548777 ## 9 9 9 0.18382600 -0.288681000 0.1081720 0.00302882 ## 10 10 10 0.91423200 -0.788271000 0.9032620 0.02144460 ## 11 11 12 0.05196190 0.187197000 0.2887140 0.00228384 ## 12 12 13 0.66968600 0.019632500 -0.2515540 0.00295740 ## 13 13 14 0.13286600 -0.285898000 0.5418140 0.00359045 ## 14 14 15 -0.02026050 0.433219000 -0.4672960 0.00340004 ## 15 15 16 -0.33826400 -0.085275000 -0.9986540 0.00346963 ## 16 16 17 -0.54546900 -0.423925000 0.5591140 0.00219626 ## 17 17 18 -0.31779400 0.000857359 0.4762080 0.00219515 ## 18 18 19 -0.50626900 -0.121854000 0.0716189 0.00236814 ## 19 19 20 0.08303690 0.115481000 -0.7753800 0.00252217 ## 20 20 21 0.52300000 0.231807000 -1.4355100 0.00192604 ## 21 21 22 0.65709300 0.171392000 -0.1966570 0.00318305 ## 22 22 23 -0.50500200 0.682463000 -0.2986650 0.02215710 ## 23 23 24 -0.47694800 0.096414900 -1.0509700 0.00916923 ## 24 24 25 0.36480200 0.018130400 -0.0806323 0.00242073 ## 25 25 26 -0.31376700 0.112551000 -1.4359500 0.00913743 ## 26 26 27 0.11470100 -0.268715000 -0.4102880 0.00223905 ## 27 27 28 -0.03079270 0.097130900 0.0838046 0.00194355 ## 28 28 29 0.54072300 0.503646000 -1.2744800 0.00262258 ## 29 29 30 -0.37784400 0.112421000 -0.3859570 0.00351978 ## 30 30 31 -0.16098400 0.083720600 -0.3268510 0.00213361 ## 31 31 32 0.22710300 0.740602000 0.2727560 0.00287466 ## 32 32 33 -0.59244400 -0.077102700 0.1535970 0.00295694 ## 33 33 34 0.42830800 -0.135896000 0.0114053 0.01045260 ## 34 34 35 0.38575600 -0.151787000 -0.7330050 0.00238450 ## 35 35 36 0.26389100 -0.467022000 0.2701350 0.00419217 ## 36 36 37 -0.10439700 -0.011943300 -1.1237800 0.00398048 ## 37 37 38 0.11860700 -0.340103000 0.5347850 0.00503662 ## 38 38 39 0.00224790 0.362324000 0.0153721 0.00396232 ## 39 39 40 0.25882000 0.248264000 0.8864300 0.00277809 ## 40 40 41 -0.64458300 -0.317395000 -0.0407748 0.00222384 ## 41 41 42 0.74181000 -0.473644000 0.3774170 0.00740974 ## 42 42 43 0.06994710 0.495704000 -0.2762350 0.00284596 ## 43 43 44 0.81476400 -0.296298000 -0.1523170 0.00453739 ## 44 44 45 0.44725200 -0.263260000 0.1702440 0.00657256 ## 45 45 46 -0.41892000 -0.546691000 0.1489760 0.00219896 ## 46 46 47 -0.45563900 0.391962000 0.3065750 0.00979342 ## 47 47 48 -0.54604800 -0.539920000 1.0009300 0.00270604 ## 48 48 49 0.03680220 0.674526000 -0.3377900 0.00503426 ## 49 49 50 0.56306900 -0.667059000 0.1697640 0.00621308 ## 50 50 51 -0.52288600 0.045593400 -0.0993476 0.00382230 ## 51 51 52 -0.41279700 0.279051000 -0.3198950 0.00578289 ## 52 52 53 -0.21529000 -0.503030000 0.0550322 0.00243214 ## 53 53 54 0.84279700 0.163125000 -1.0948600 0.00202826 ## 54 54 55 0.57423400 -0.287041000 0.0913814 0.00426870 ## 55 55 56 -0.54983900 -0.285218000 0.4744890 0.00286225 ## 56 56 57 0.32048700 0.468451000 -1.9354300 0.00544082 ## 57 57 58 0.56289400 0.224709000 0.3526300 0.00392994 ## 58 58 59 -0.54876800 0.060739300 -0.4864380 0.00680056 ## 59 59 60 -0.00469775 -0.285916000 0.6749330 0.00336105 ## 60 60 61 0.40416900 -0.108071000 0.5021240 0.00405419 ## 61 61 62 -0.39720600 0.024301100 0.2634150 0.00396320 ## 62 62 63 -0.04384010 -0.309201000 -0.1847480 0.00228683 ## 63 63 64 0.13691800 0.141858000 -0.8154400 0.00183763 ## 64 64 65 -0.61757400 0.608095000 -0.3073980 0.02320820 ## ETC.2.1. ETC.2.2. ETC.3.1. ETC.3.2. ETC.3.3. OBJ ## 1 -2.41251e-03 0.00971027 -0.009467940 0.017573700 0.0821494 54.0445400 ## 2 -2.92330e-03 0.00621790 -0.018282000 0.009976140 0.3496770 60.7269771 ## 3 -1.67739e-03 0.00660762 -0.012740600 0.012466900 0.1955650 9.1326744 ## 4 3.44920e-03 0.00605400 -0.006582250 0.002366890 0.0754198 27.6242911 ## 5 -5.94157e-04 0.00691302 -0.012950700 0.011169200 0.2295270 25.5275168 ## 6 -2.91175e-03 0.01619270 -0.009151140 0.026587600 0.0717931 55.0145278 ## 7 2.89226e-03 0.00880808 -0.020921100 0.001801080 0.3178160 45.0514358 ## 8 5.93990e-03 0.00777446 -0.030555700 -0.022119400 0.3680790 23.5904008 ## 9 3.11531e-03 0.00700492 -0.006060130 0.006115920 0.0804254 28.4198306 ## 10 2.07669e-02 0.02057790 -0.046732200 -0.041407100 0.1477170 10.7148600 ## 11 1.05315e-03 0.00694011 -0.007755610 0.010070000 0.1368720 15.1269834 ## 12 3.02116e-03 0.00569611 -0.003793410 0.004081130 0.0359539 4.3928101 ## 13 3.93523e-03 0.00590514 -0.013638900 -0.005046110 0.1737700 14.0550758 ## 14 -2.33796e-03 0.01080370 -0.007707040 0.018327000 0.0613117 20.3051988 ## 15 -4.90545e-03 0.02630890 -0.009320880 0.038199700 0.0693753 23.6212643 ## 16 1.79780e-03 0.00591405 -0.010706100 0.004031820 0.2227110 60.3455921 ## 17 7.36995e-04 0.00615600 -0.009704750 0.008154960 0.1976500 43.7899318 ## 18 -1.75285e-04 0.00712302 -0.006804520 0.012278700 0.0992114 47.7077528 ## 19 -1.74117e-03 0.02042730 -0.006076010 0.031215000 0.0663275 21.2995280 ## 20 -1.23417e-03 0.10764700 -0.003400570 0.112352000 0.1264980 1.9402472 ## 21 1.73703e-04 0.01980050 -0.008785800 0.033125600 0.1011070 19.1595555 ## 22 -1.13292e-02 0.01021860 -0.024170600 0.019338400 0.0760336 30.8262106 ## 23 -1.20017e-02 0.02865560 -0.018508900 0.041412800 0.0732759 48.3183273 ## 24 2.52515e-03 0.00756364 -0.004314010 0.009597450 0.0670184 17.9167542 ## 25 -1.82822e-02 0.06509470 -0.022159100 0.079410500 0.1058230 35.6853544 ## 26 2.27275e-03 0.00726945 -0.002687230 0.009229660 0.0417272 31.8073196 ## 27 1.23492e-03 0.00656585 -0.005144540 0.009551570 0.0925599 47.3402655 ## 28 -5.06610e-03 0.06226690 -0.008814070 0.077763400 0.1095100 47.4734074 ## 29 -2.29638e-03 0.01003060 -0.007947410 0.017330000 0.0643542 60.5215122 ## 30 -8.55429e-05 0.00875596 -0.004839950 0.014433900 0.0614957 20.8161202 ## 31 -7.23642e-04 0.00678041 -0.009283920 0.012206700 0.1411940 26.0461160 ## 32 -9.37540e-04 0.00710654 -0.008610140 0.012963700 0.1161030 60.4496709 ## 33 8.44402e-03 0.01031650 -0.036044000 -0.016239800 0.1915190 -0.9753977 ## 34 6.35790e-04 0.02863970 -0.003973240 0.040726400 0.0752488 32.5113288 ## 35 4.40140e-03 0.00571637 -0.009393340 -0.003650250 0.0737941 34.2047858 ## 36 -8.50772e-04 0.06215320 -0.003640630 0.078875800 0.1131350 25.2256254 ## 37 1.71649e-03 0.01250290 -0.020816000 0.016326500 0.2420410 26.9016940 ## 38 -1.83922e-03 0.01007950 -0.010084300 0.019048800 0.1068560 4.7935071 ## 39 2.95825e-03 0.00614180 -0.019409700 -0.008208440 0.4041580 28.1663770 ## 40 -8.44288e-07 0.00739940 -0.005889110 0.012503200 0.0837712 45.1200717 ## 41 6.98185e-03 0.00850409 -0.014545100 -0.005239460 0.0784314 24.0493426 ## 42 -1.27803e-03 0.00892264 -0.006772510 0.015444300 0.0679681 2.1058882 ## 43 4.08746e-03 0.00517114 -0.005329740 -0.000312905 0.0218218 -3.4198916 ## 44 8.37109e-03 0.01317580 -0.000274862 0.012739100 0.1002410 10.5712123 ## 45 2.14672e-03 0.00670565 -0.005696410 0.008002420 0.0971484 60.9714508 ## 46 -5.13448e-03 0.01421360 -0.017155000 0.027886100 0.1867360 29.0170757 ## 47 3.21895e-03 0.00605521 -0.021139800 -0.012578100 0.4700480 66.4502824 ## 48 -3.62294e-03 0.00996598 -0.010319600 0.017742900 0.0688214 37.1809724 ## 49 5.99577e-03 0.00636945 -0.008576240 -0.005493150 0.0284518 -0.5701894 ## 50 -1.77167e-03 0.00838578 -0.008153660 0.015553600 0.0854949 41.0822781 ## 51 -4.15648e-03 0.00992980 -0.011311000 0.017870400 0.0704991 47.7612642 ## 52 2.67186e-03 0.00581644 -0.004727670 0.004813570 0.0714706 6.7323252 ## 53 2.22663e-04 0.10657500 -0.002910020 0.111699000 0.1243350 26.6094158 ## 54 4.31592e-03 0.00586108 -0.007191140 -0.000925424 0.0486469 34.9529141 ## 55 2.81555e-03 0.01196950 -0.004815740 0.021484600 0.2311120 9.2766919 ## 56 -2.55890e-03 0.11285000 0.000455506 0.112135000 0.1191860 32.7788071 ## 57 5.39244e-03 0.01249910 -0.004913880 0.015193800 0.1565260 15.6607885 ## 58 -5.18106e-03 0.01392270 -0.011862500 0.023870400 0.0703949 40.1346866 ## 59 3.70528e-03 0.00601551 -0.016434200 -0.006501980 0.2507840 31.7801124 ## 60 4.67011e-03 0.00703323 -0.011542600 -0.001122870 0.1682140 -16.2371619 ## 61 -1.84715e-03 0.00862145 -0.012733200 0.016468200 0.1492550 36.7314877 ## 62 2.47239e-03 0.00758604 -0.002835100 0.010527800 0.0612435 29.3462719 ## 63 1.85431e-04 0.01739310 -0.003276470 0.026816300 0.0586804 41.6131381 ## 64 -1.17154e-02 0.01031780 -0.024890600 0.019630400 0.0762082 43.4342433 ## ## Slot "SData.firstonly": ## NULL ## ## Slot "Runno": ## [1] 1 ## ## Slot "Nsim": ## NULL ## ## Slot "Doc": ## NULL ## ## Slot "Prefs": ## An object of class "xpose.prefs" ## Slot "Xvardef": ## $id ## [1] "ID" ## ## $idlab ## [1] "ID" ## ## $idv ## [1] "TIME" ## ## $occ ## [1] "OCC" ## ## $dv ## [1] "DV" ## ## $pred ## [1] "PRED" ## ## $ipred ## [1] "IPRED" ## ## $iwres ## [1] "IWRES" ## ## $wres ## [1] "WRES" ## ## $cwres ## [1] "CWRES" ## ## $res ## [1] "RES" ## ## $parms ## [1] "ETA3" "ETA2" "ETA1" "KA" "V" "CL" ## ## $covariates ## [1] "SEX" "RACE" "SMOK" "HCTZ" "PROP" "CON" "OCC" "AGE" "HT" "WT" ## [11] "SECR" ## ## $ranpar ## [1] "ETA1" "ETA2" "ETA3" ## ## ## Slot "Labels": ## $OCC ## [1] "Occasion" ## ## $TIME ## [1] "Time" ## ## $PRED ## [1] "Population predictions" ## ## $IPRED ## [1] "Individual predictions" ## ## $IPRE ## [1] "Individual predictions" ## ## $WRES ## [1] "Weighted residuals" ## ## $CWRES ## [1] "Conditional weighted residuals" ## ## $IWRES ## [1] "Individual weighted residuals" ## ## $IWRE ## [1] "Individual weighted residuals" ## ## $DV ## [1] "Observations" ## ## $RES ## [1] "Residuals" ## ## $CL ## [1] "Clearance" ## ## $V ## [1] "Volume" ## ## $TAD ## [1] "Time after dose" ## ## $ID ## [1] "ID" ## ## $KA ## [1] "KA" ## ## $ETA1 ## [1] "ETA1" ## ## $ETA2 ## [1] "ETA2" ## ## $ETA3 ## [1] "ETA3" ## ## $AGE ## [1] "AGE" ## ## $HT ## [1] "HT" ## ## $WT ## [1] "WT" ## ## $SECR ## [1] "SECR" ## ## $SEX ## [1] "SEX" ## ## $RACE ## [1] "RACE" ## ## $SMOK ## [1] "SMOK" ## ## $HCTZ ## [1] "HCTZ" ## ## $PROP ## [1] "PROP" ## ## $CON ## [1] "CON" ## ## ## Slot "Graph.prefs": ## $type ## [1] "b" ## ## $pch ## [1] 1 ## ## $cex ## [1] 0.8 ## ## $lty ## [1] 1 ## ## $lwd ## [1] 1 ## ## $col ## [1] 4 ## ## $fill ## [1] "lightblue" ## ## $grid ## [1] FALSE ## ## $aspect ## [1] "fill" ## ## $condvar ## NULL ## ## $byordfun ## [1] "median" ## ## $ordby ## NULL ## ## $shingnum ## [1] 6 ## ## $shingol ## [1] 0.5 ## ## $abline ## NULL ## ## $abllwd ## [1] 1 ## ## $ablcol ## [1] 1 ## ## $abllty ## [1] 1 ## ## $smlwd ## [1] 2 ## ## $smcol ## [1] 2 ## ## $smlty ## [1] 1 ## ## $smspan ## [1] 0.667 ## ## $smdegr ## [1] 1 ## ## $lmline ## NULL ## ## $lmlwd ## [1] 2 ## ## $lmcol ## [1] 2 ## ## $lmlty ## [1] 1 ## ## $suline ## NULL ## ## $sulwd ## [1] 2 ## ## $sucol ## [1] 3 ## ## $sulty ## [1] 1 ## ## $suspan ## [1] 0.667 ## ## $sudegr ## [1] 1 ## ## $ids ## [1] FALSE ## ## $idsmode ## NULL ## ## $idsext ## [1] 0.05 ## ## $idscex ## [1] 0.7 ## ## $idsdir ## [1] "both" ## ## $dilfrac ## [1] 0.7 ## ## $diltype ## NULL ## ## $dilci ## [1] 0.95 ## ## $PIuplty ## [1] 2 ## ## $PIdolty ## [1] 2 ## ## $PImelty ## [1] 1 ## ## $PIuptyp ## [1] "l" ## ## $PIdotyp ## [1] "l" ## ## $PImetyp ## [1] "l" ## ## $PIupcol ## [1] "black" ## ## $PIdocol ## [1] "black" ## ## $PImecol ## [1] "black" ## ## $PIuplwd ## [1] 2 ## ## $PIdolwd ## [1] 2 ## ## $PImelwd ## [1] 2 ## ## $PIupltyR ## [1] 1 ## ## $PIdoltyR ## [1] 1 ## ## $PImeltyR ## [1] 2 ## ## $PIuptypR ## [1] "l" ## ## $PIdotypR ## [1] "l" ## ## $PImetypR ## [1] "l" ## ## $PIupcolR ## [1] "blue" ## ## $PIdocolR ## [1] "blue" ## ## $PImecolR ## [1] "blue" ## ## $PIuplwdR ## [1] 2 ## ## $PIdolwdR ## [1] 2 ## ## $PImelwdR ## [1] 2 ## ## $PIupltyM ## [1] 1 ## ## $PIdoltyM ## [1] 1 ## ## $PImeltyM ## [1] 2 ## ## $PIuptypM ## [1] "l" ## ## $PIdotypM ## [1] "l" ## ## $PImetypM ## [1] "l" ## ## $PIupcolM ## [1] "darkgreen" ## ## $PIdocolM ## [1] "darkgreen" ## ## $PImecolM ## [1] "darkgreen" ## ## $PIuplwdM ## [1] 0.5 ## ## $PIdolwdM ## [1] 0.5 ## ## $PImelwdM ## [1] 0.5 ## ## $PIarcol ## [1] "lightgreen" ## ## $PIlimits ## [1] 0.025 0.975 ## ## $bwhoriz ## [1] FALSE ## ## $bwratio ## [1] 1.5 ## ## $bwvarwid ## [1] FALSE ## ## $bwdotpch ## [1] 16 ## ## $bwdotcol ## [1] "black" ## ## $bwdotcex ## [1] 1 ## ## $bwreccol ## [1] "blue" ## ## $bwrecfill ## [1] "transparent" ## ## $bwreclty ## [1] 1 ## ## $bwreclwd ## [1] 1 ## ## $bwumbcol ## [1] "blue" ## ## $bwumblty ## [1] 1 ## ## $bwumblwd ## [1] 1 ## ## $bwoutcol ## [1] "blue" ## ## $bwoutcex ## [1] 0.8 ## ## $bwoutpch ## [1] 1 ## ## $hicol ## [1] 5 ## ## $hiborder ## [1] "black" ## ## $hilty ## [1] 1 ## ## $hilwd ## [1] 1 ## ## $hidlty ## [1] 2 ## ## $hidlwd ## [1] 2 ## ## $hidcol ## [1] 1 ## ## ## Slot "Miss": ## [1] -99 ## ## Slot "Cat.levels": ## [1] 4 ## ## Slot "DV.Cat.levels": ## [1] 7 ## ## Slot "Subset": ## NULL ## ## Slot "Gam.prefs": ## $onlyfirst ## [1] TRUE ## ## $wts ## [1] FALSE ## ## $start.mod ## NULL ## ## $steppit ## [1] TRUE ## ## $disp ## NULL ## ## $nmods ## [1] 3 ## ## $smoother1 ## [1] 0 ## ## $smoother2 ## [1] 1 ## ## $smoother3 ## [1] "ns" ## ## $smoother4 ## [1] "ns" ## ## $arg1 ## NULL ## ## $arg2 ## NULL ## ## $arg3 ## [1] "df=2" ## ## $arg4 ## [1] "df=3" ## ## $excl1 ## NULL ## ## $excl2 ## NULL ## ## $excl3 ## NULL ## ## $excl4 ## NULL ## ## $extra ## NULL ## ## $plot.ids ## [1] TRUE ## ## $medianNorm ## [1] TRUE ## ## ## Slot "Bootgam.prefs": ## $n ## [1] 100 ## ## $algo ## [1] "fluct.ratio" ## ## $conv.value ## [1] 1.04 ## ## $check.interval ## [1] 20 ## ## $start.check ## [1] 50 ## ## $liif ## [1] 0.2 ## ## $ljif.conv ## [1] 25 ## ## $seed ## NULL ## ## $start.mod ## NULL ## ## $excluded.ids ## NULL
structure
str()
## Formal class 'xpose.data' [package ".GlobalEnv"] with 8 slots ## ..@ Data :'data.frame': 640 obs. of 26 variables: ## .. ..$ ID : num [1:640] 1 1 1 1 1 1 1 1 1 1 ... ## .. ..$ TIME : num [1:640] 0 1 2 3 4 5 6 7 9 11 ... ## .. ..$ IPRED: num [1:640] 0 69.2 80.2 75.3 66.9 ... ## .. ..$ IWRES: num [1:640] 0 0.0368 -0.0944 0.1683 -0.206 ... ## .. ..$ CWRES: num [1:640] 0 -0.0646 -0.9411 1.1911 -1.5154 ... ## .. ..$ CL : num [1:640] 13.6 13.6 13.6 13.6 13.6 ... ## .. ..$ V : num [1:640] 93.6 93.6 93.6 93.6 93.6 ... ## .. ..$ KA : num [1:640] 1.22 1.22 1.22 1.22 1.22 ... ## .. ..$ ETA1 : num [1:640] -0.268 -0.268 -0.268 -0.268 -0.268 ... ## .. ..$ ETA2 : num [1:640] 0.198 0.198 0.198 0.198 0.198 ... ## .. ..$ ETA3 : num [1:640] -0.164 -0.164 -0.164 -0.164 -0.164 ... ## .. ..$ AGE : num [1:640] 55 55 55 55 55 55 55 55 55 55 ... ## .. ..$ HT : num [1:640] 154 154 154 154 154 154 154 154 154 154 ... ## .. ..$ WT : num [1:640] 81 81 81 81 81 ... ## .. ..$ SECR : num [1:640] 1 1 1 1 1 1 1 1 1 1 ... ## .. ..$ SEX : Factor w/ 2 levels "1","2": 2 2 2 2 2 2 2 2 2 2 ... ## .. ..$ RACE : Factor w/ 3 levels "1","2","3": 2 2 2 2 2 2 2 2 2 2 ... ## .. ..$ SMOK : Factor w/ 2 levels "0","1": 1 1 1 1 1 1 1 1 1 1 ... ## .. ..$ HCTZ : Factor w/ 2 levels "0","1": 2 2 2 2 2 2 2 2 2 2 ... ## .. ..$ PROP : Factor w/ 2 levels "0","1": 2 2 2 2 2 2 2 2 2 2 ... ## .. ..$ CON : Factor w/ 2 levels "0","1": 2 2 2 2 2 2 2 2 2 2 ... ## .. ..$ OCC : Factor w/ 1 level "0": 1 1 1 1 1 1 1 1 1 1 ... ## .. ..$ DV : num [1:640] 0 71.7 72.6 88 53.1 ... ## .. ..$ PRED : num [1:640] 0 86.4 89 75.5 61 ... ## .. ..$ RES : num [1:640] 0 -14.68 -16.4 12.54 -7.91 ... ## .. ..$ WRES : num [1:640] 0 -0.105 -0.759 1.208 -1.539 ... ## ..@ SData : NULL ## ..@ Data.firstonly :'data.frame': 64 obs. of 12 variables: ## .. ..$ SUBJECT_NO: int [1:64] 1 2 3 4 5 6 7 8 9 10 ... ## .. ..$ ID : int [1:64] 1 2 3 4 5 6 7 8 9 10 ... ## .. ..$ ETA.1. : num [1:64] -0.2677 -0.7097 -0.4762 0.0996 -0.3529 ... ## .. ..$ ETA.2. : num [1:64] 0.198 0.186 0.202 -0.429 0.098 ... ## .. ..$ ETA.3. : num [1:64] -0.164 0.737 0.436 0.151 0.524 ... ## .. ..$ ETC.1.1. : num [1:64] 0.00412 0.00646 0.00401 0.00321 0.00328 ... ## .. ..$ ETC.2.1. : num [1:64] -0.002413 -0.002923 -0.001677 0.003449 -0.000594 ... ## .. ..$ ETC.2.2. : num [1:64] 0.00971 0.00622 0.00661 0.00605 0.00691 ... ## .. ..$ ETC.3.1. : num [1:64] -0.00947 -0.01828 -0.01274 -0.00658 -0.01295 ... ## .. ..$ ETC.3.2. : num [1:64] 0.01757 0.00998 0.01247 0.00237 0.01117 ... ## .. ..$ ETC.3.3. : num [1:64] 0.0821 0.3497 0.1956 0.0754 0.2295 ... ## .. ..$ OBJ : num [1:64] 54.04 60.73 9.13 27.62 25.53 ... ## ..@ SData.firstonly: NULL ## ..@ Runno : num 1 ## ..@ Nsim : NULL ## ..@ Doc : NULL ## ..@ Prefs :Formal class 'xpose.prefs' [package ".GlobalEnv"] with 9 slots ## .. .. ..@ Xvardef :List of 14 ## .. .. .. ..$ id : chr "ID" ## .. .. .. ..$ idlab : chr "ID" ## .. .. .. ..$ idv : chr "TIME" ## .. .. .. ..$ occ : chr "OCC" ## .. .. .. ..$ dv : chr "DV" ## .. .. .. ..$ pred : chr "PRED" ## .. .. .. ..$ ipred : chr "IPRED" ## .. .. .. ..$ iwres : chr "IWRES" ## .. .. .. ..$ wres : chr "WRES" ## .. .. .. ..$ cwres : chr "CWRES" ## .. .. .. ..$ res : chr "RES" ## .. .. .. ..$ parms : chr [1:6] "ETA3" "ETA2" "ETA1" "KA" ... ## .. .. .. ..$ covariates: chr [1:11] "SEX" "RACE" "SMOK" "HCTZ" ... ## .. .. .. ..$ ranpar : chr [1:3] "ETA1" "ETA2" "ETA3" ## .. .. ..@ Labels :List of 29 ## .. .. .. ..$ OCC : chr "Occasion" ## .. .. .. ..$ TIME : chr "Time" ## .. .. .. ..$ PRED : chr "Population predictions" ## .. .. .. ..$ IPRED: chr "Individual predictions" ## .. .. .. ..$ IPRE : chr "Individual predictions" ## .. .. .. ..$ WRES : chr "Weighted residuals" ## .. .. .. ..$ CWRES: chr "Conditional weighted residuals" ## .. .. .. ..$ IWRES: chr "Individual weighted residuals" ## .. .. .. ..$ IWRE : chr "Individual weighted residuals" ## .. .. .. ..$ DV : chr "Observations" ## .. .. .. ..$ RES : chr "Residuals" ## .. .. .. ..$ CL : chr "Clearance" ## .. .. .. ..$ V : chr "Volume" ## .. .. .. ..$ TAD : chr "Time after dose" ## .. .. .. ..$ ID : chr "ID" ## .. .. .. ..$ KA : chr "KA" ## .. .. .. ..$ ETA1 : chr "ETA1" ## .. .. .. ..$ ETA2 : chr "ETA2" ## .. .. .. ..$ ETA3 : chr "ETA3" ## .. .. .. ..$ AGE : chr "AGE" ## .. .. .. ..$ HT : chr "HT" ## .. .. .. ..$ WT : chr "WT" ## .. .. .. ..$ SECR : chr "SECR" ## .. .. .. ..$ SEX : chr "SEX" ## .. .. .. ..$ RACE : chr "RACE" ## .. .. .. ..$ SMOK : chr "SMOK" ## .. .. .. ..$ HCTZ : chr "HCTZ" ## .. .. .. ..$ PROP : chr "PROP" ## .. .. .. ..$ CON : chr "CON" ## .. .. ..@ Graph.prefs :List of 102 ## .. .. .. ..$ type : chr "b" ## .. .. .. ..$ pch : num 1 ## .. .. .. ..$ cex : num 0.8 ## .. .. .. ..$ lty : num 1 ## .. .. .. ..$ lwd : num 1 ## .. .. .. ..$ col : num 4 ## .. .. .. ..$ fill : chr "lightblue" ## .. .. .. ..$ grid : logi FALSE ## .. .. .. ..$ aspect : chr "fill" ## .. .. .. ..$ condvar : NULL ## .. .. .. ..$ byordfun : chr "median" ## .. .. .. ..$ ordby : NULL ## .. .. .. ..$ shingnum : num 6 ## .. .. .. ..$ shingol : num 0.5 ## .. .. .. ..$ abline : NULL ## .. .. .. ..$ abllwd : num 1 ## .. .. .. ..$ ablcol : num 1 ## .. .. .. ..$ abllty : num 1 ## .. .. .. ..$ smlwd : num 2 ## .. .. .. ..$ smcol : num 2 ## .. .. .. ..$ smlty : num 1 ## .. .. .. ..$ smspan : num 0.667 ## .. .. .. ..$ smdegr : num 1 ## .. .. .. ..$ lmline : NULL ## .. .. .. ..$ lmlwd : num 2 ## .. .. .. ..$ lmcol : num 2 ## .. .. .. ..$ lmlty : num 1 ## .. .. .. ..$ suline : NULL ## .. .. .. ..$ sulwd : num 2 ## .. .. .. ..$ sucol : num 3 ## .. .. .. ..$ sulty : num 1 ## .. .. .. ..$ suspan : num 0.667 ## .. .. .. ..$ sudegr : num 1 ## .. .. .. ..$ ids : logi FALSE ## .. .. .. ..$ idsmode : NULL ## .. .. .. ..$ idsext : num 0.05 ## .. .. .. ..$ idscex : num 0.7 ## .. .. .. ..$ idsdir : chr "both" ## .. .. .. ..$ dilfrac : num 0.7 ## .. .. .. ..$ diltype : NULL ## .. .. .. ..$ dilci : num 0.95 ## .. .. .. ..$ PIuplty : num 2 ## .. .. .. ..$ PIdolty : num 2 ## .. .. .. ..$ PImelty : num 1 ## .. .. .. ..$ PIuptyp : chr "l" ## .. .. .. ..$ PIdotyp : chr "l" ## .. .. .. ..$ PImetyp : chr "l" ## .. .. .. ..$ PIupcol : chr "black" ## .. .. .. ..$ PIdocol : chr "black" ## .. .. .. ..$ PImecol : chr "black" ## .. .. .. ..$ PIuplwd : num 2 ## .. .. .. ..$ PIdolwd : num 2 ## .. .. .. ..$ PImelwd : num 2 ## .. .. .. ..$ PIupltyR : num 1 ## .. .. .. ..$ PIdoltyR : num 1 ## .. .. .. ..$ PImeltyR : num 2 ## .. .. .. ..$ PIuptypR : chr "l" ## .. .. .. ..$ PIdotypR : chr "l" ## .. .. .. ..$ PImetypR : chr "l" ## .. .. .. ..$ PIupcolR : chr "blue" ## .. .. .. ..$ PIdocolR : chr "blue" ## .. .. .. ..$ PImecolR : chr "blue" ## .. .. .. ..$ PIuplwdR : num 2 ## .. .. .. ..$ PIdolwdR : num 2 ## .. .. .. ..$ PImelwdR : num 2 ## .. .. .. ..$ PIupltyM : num 1 ## .. .. .. ..$ PIdoltyM : num 1 ## .. .. .. ..$ PImeltyM : num 2 ## .. .. .. ..$ PIuptypM : chr "l" ## .. .. .. ..$ PIdotypM : chr "l" ## .. .. .. ..$ PImetypM : chr "l" ## .. .. .. ..$ PIupcolM : chr "darkgreen" ## .. .. .. ..$ PIdocolM : chr "darkgreen" ## .. .. .. ..$ PImecolM : chr "darkgreen" ## .. .. .. ..$ PIuplwdM : num 0.5 ## .. .. .. ..$ PIdolwdM : num 0.5 ## .. .. .. ..$ PImelwdM : num 0.5 ## .. .. .. ..$ PIarcol : chr "lightgreen" ## .. .. .. ..$ PIlimits : num [1:2] 0.025 0.975 ## .. .. .. ..$ bwhoriz : logi FALSE ## .. .. .. ..$ bwratio : num 1.5 ## .. .. .. ..$ bwvarwid : logi FALSE ## .. .. .. ..$ bwdotpch : num 16 ## .. .. .. ..$ bwdotcol : chr "black" ## .. .. .. ..$ bwdotcex : num 1 ## .. .. .. ..$ bwreccol : chr "blue" ## .. .. .. ..$ bwrecfill: chr "transparent" ## .. .. .. ..$ bwreclty : num 1 ## .. .. .. ..$ bwreclwd : num 1 ## .. .. .. ..$ bwumbcol : chr "blue" ## .. .. .. ..$ bwumblty : num 1 ## .. .. .. ..$ bwumblwd : num 1 ## .. .. .. ..$ bwoutcol : chr "blue" ## .. .. .. ..$ bwoutcex : num 0.8 ## .. .. .. ..$ bwoutpch : num 1 ## .. .. .. ..$ hicol : num 5 ## .. .. .. ..$ hiborder : chr "black" ## .. .. .. ..$ hilty : num 1 ## .. .. .. ..$ hilwd : num 1 ## .. .. .. .. [list output truncated] ## .. .. ..@ Miss : num -99 ## .. .. ..@ Cat.levels : num 4 ## .. .. ..@ DV.Cat.levels: num 7 ## .. .. ..@ Subset : NULL ## .. .. ..@ Gam.prefs :List of 21 ## .. .. .. ..$ onlyfirst : logi TRUE ## .. .. .. ..$ wts : logi FALSE ## .. .. .. ..$ start.mod : NULL ## .. .. .. ..$ steppit : logi TRUE ## .. .. .. ..$ disp : NULL ## .. .. .. ..$ nmods : num 3 ## .. .. .. ..$ smoother1 : num 0 ## .. .. .. ..$ smoother2 : num 1 ## .. .. .. ..$ smoother3 : chr "ns" ## .. .. .. ..$ smoother4 : chr "ns" ## .. .. .. ..$ arg1 : NULL ## .. .. .. ..$ arg2 : NULL ## .. .. .. ..$ arg3 : chr "df=2" ## .. .. .. ..$ arg4 : chr "df=3" ## .. .. .. ..$ excl1 : NULL ## .. .. .. ..$ excl2 : NULL ## .. .. .. ..$ excl3 : NULL ## .. .. .. ..$ excl4 : NULL ## .. .. .. ..$ extra : NULL ## .. .. .. ..$ plot.ids : logi TRUE ## .. .. .. ..$ medianNorm: logi TRUE ## .. .. ..@ Bootgam.prefs:List of 10 ## .. .. .. ..$ n : num 100 ## .. .. .. ..$ algo : chr "fluct.ratio" ## .. .. .. ..$ conv.value : num 1.04 ## .. .. .. ..$ check.interval: num 20 ## .. .. .. ..$ start.check : num 50 ## .. .. .. ..$ liif : num 0.2 ## .. .. .. ..$ ljif.conv : num 25 ## .. .. .. ..$ seed : NULL ## .. .. .. ..$ start.mod : NULL ## .. .. .. ..$ excluded.ids : NULL
names
db.names() tells you a summary of the specified Xpose object to the R console.
## ## The current run number is 1. ## ## The database contains the following observed items: ## ID TIME IPRED IWRES CWRES CL V KA ETA1 ETA2 ETA3 AGE HT WT ## SECR SEX RACE SMOK HCTZ PROP CON OCC DV PRED RES WRES ## ## The following variables are defined: ## ## ID variable: ID ## Label variable: ID ## Independent variable: TIME ## Occasion variable: OCC ## Dependent variable: DV ## Population prediction variable: PRED ## Individual prediction variable: IPRED ## Weighted population residual variable: WRES ## Weighted individual residual variable: IWRES ## Population residual variable: RES ## Parameters: ETA3 ETA2 ETA1 KA V CL ## Covariates: SEX RACE SMOK HCTZ PROP CON OCC AGE HT WT SECR ## ( Continuous: AGE HT WT SECR ) ## ( Categorical: SEX RACE SMOK HCTZ PROP CON OCC ) ## Variability parameters: ETA1 ETA2 ETA3 ## Missing value label: -99
## NULL
individual plots
ind.plots(). there will be multiple pages, you can specify which page to show with page=…) 
goodness of fit plots
basic.gof(xpdb) 
more goodness of fit plots
addit.gof(xpdb) 
DV vs plots
- dv.vs.idv: dv vs independent var
- dv.vs.ipred
- dv.vs.ipred.by.cov: dv vs ipred conditioned on cov's
- dv.vs.ipred.by.idv
- dv.vs.pred
- dv.vs.pred.by.cov
- dv.vs.pred.by.idv
- dv.vs.pred.ipred
DV vs IPRED conditioned on time
DV vs IPRED and PRED
dv.pres.vs.idv() 
CWRES plots
- cwres.dist.hist
- cwres.dist.qq
- cwres.vs.cov
- cwres.vs.idv
- cwres.vs.idv.bw
- cwres.vs.pred
- cwres.vs.pred.bw
CWRES vs pred
dv.pres.vs.idv() 
covariate distributions
cov.hist() 
parameter distributions
parm.hist() 
eta distributions
ranpar.hist() 
covariates on etas
ranpar.vs.cov() 
VPCs
- you can only do them if you're:
- Using an xpdb containing a simulation and an estimation problem
- Using a PsN generated VPC folder
- refer to xpose4 manual
comparing models
- if you have two (nested?) models to compare, basic.model.comp()
- This creates a stack of four plots, comparing PRED, IPRED, WRES (or CWRES), and IWRES estimates for the two specified model fits.
- dOFV.vs.id(): most/least influential persons b/w 2 models
- dOFV.vs.cov(): dOFV change from cov's b/w 2 models
- dOFV1.vs.dOFV2(): dOFV change b/w 2 models